From c33f1cf879965c33ce97f92c2b1e6a866281deeb Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Tue, 12 Jul 2022 11:43:27 -0400 Subject: [PATCH 01/27] Add files via upload --- newcar.py | 97 ++++++++++++++++++++++++++++++++++++++----------------- 1 file changed, 68 insertions(+), 29 deletions(-) diff --git a/newcar.py b/newcar.py index d6a7317..83d250a 100644 --- a/newcar.py +++ b/newcar.py @@ -1,27 +1,33 @@ # This Code is Heavily Inspired By The YouTuber: Cheesy AI # Code Changed, Optimized And Commented By: NeuralNine (Florian Dedov) - +import time import math import random import sys import os - +import time import neat import pygame - +import pickle # Constants -# WIDTH = 1600 -# HEIGHT = 880 +# WIDTH = 3243 +# HEIGHT = 1824 -WIDTH = 1920 -HEIGHT = 1080 +WIDTH = 3243 +HEIGHT = 1824 -CAR_SIZE_X = 60 +CAR_SIZE_X = 60 CAR_SIZE_Y = 60 BORDER_COLOR = (255, 255, 255, 255) # Color To Crash on Hit current_generation = 0 # Generation counter +def time_convert(sec): + mins = sec // 60 + sec = sec % 60 + hours = mins // 60 + mins = mins % 60 + print("Time Lapsed = {0}:{1}:{2}".format(int(hours),int(mins),sec)) class Car: @@ -29,7 +35,7 @@ def __init__(self): # Load Car Sprite and Rotate self.sprite = pygame.image.load('car.png').convert() # Convert Speeds Up A Lot self.sprite = pygame.transform.scale(self.sprite, (CAR_SIZE_X, CAR_SIZE_Y)) - self.rotated_sprite = self.sprite + self.rotated_sprite = self.sprite # self.position = [690, 740] # Starting Position self.position = [830, 920] # Starting Position @@ -82,7 +88,7 @@ def check_radar(self, degree, game_map): # Calculate Distance To Border And Append To Radars List dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) self.radars.append([(x, y), dist]) - + def update(self, game_map): # Set The Speed To 20 For The First Time # Only When Having 4 Output Nodes With Speed Up and Down @@ -100,7 +106,7 @@ def update(self, game_map): # Increase Distance and Time self.distance += self.speed self.time += 1 - + # Same For Y-Position self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed self.position[1] = max(self.position[1], 20) @@ -155,7 +161,7 @@ def rotate_center(self, image, angle): def run_simulation(genomes, config): - + # Empty Collections For Nets and Cars nets = [] cars = [] @@ -177,7 +183,7 @@ def run_simulation(genomes, config): clock = pygame.time.Clock() generation_font = pygame.font.SysFont("Arial", 30) alive_font = pygame.font.SysFont("Arial", 20) - game_map = pygame.image.load('map.png').convert() # Convert Speeds Up A Lot + game_map = pygame.image.load('map2.png').convert() # Convert Speeds Up A Lot global current_generation current_generation += 1 @@ -193,18 +199,51 @@ def run_simulation(genomes, config): # For Each Car Get The Acton It Takes for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if choice == 0: - car.angle += 10 # Left - elif choice == 1: - car.angle -= 10 # Right - elif choice == 2: - if(car.speed - 2 >= 12): - car.speed -= 2 # Slow Down - else: - car.speed += 2 # Speed Up - + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if choice == 0: + car.angle += 10 + if choice == 1: + car.angle -= 0 # Left + if choice == 2: + car.angle -= 10 # Left + if choice == 3: + if car.speed >= 15: + car.speed += 1 + else: + car.speed -= 1# Slow Down + if choice == 4: + car.speed += 1 # Speed Up + if choice == 5: + list4 = [5,5] + car.angle -= random.choice(list4) # Left + if choice == 6: + car.angle += 0 # Left + if choice == 7: + list2 = [5,5] + car.angle -= random.choice(list2) # Left + if choice == 8: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(10(output)) + car.angle += choice # Left + if choice == 9: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(10(output)) + car.angle -= choice # Left + if choice == 10: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(223.6(output)) + car.speed += choice + if choice == 11: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(25(output)) + car.speed -= choice + + # Check If Car Is Still Alive # Increase Fitness If Yes And Break Loop If Not still_alive = 0 @@ -226,7 +265,7 @@ def run_simulation(genomes, config): for car in cars: if car.is_alive(): car.draw(screen) - + # Display Info text = generation_font.render("Generation: " + str(current_generation), True, (0,0,0)) text_rect = text.get_rect() @@ -242,7 +281,7 @@ def run_simulation(genomes, config): clock.tick(60) # 60 FPS if __name__ == "__main__": - + # Load Config config_path = "./config.txt" config = neat.config.Config(neat.DefaultGenome, @@ -256,6 +295,6 @@ def run_simulation(genomes, config): population.add_reporter(neat.StdOutReporter(True)) stats = neat.StatisticsReporter() population.add_reporter(stats) - + # Run Simulation For A Maximum of 1000 Generations - population.run(run_simulation, 1000) + population.run(run_simulation, 1000000) From eaa9e54c3165e800f2186950ffb9edfa7b52ef5d Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Tue, 12 Jul 2022 13:00:20 -0400 Subject: [PATCH 02/27] Add files via upload --- newcar.py | 68 ++++++++++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 62 insertions(+), 6 deletions(-) diff --git a/newcar.py b/newcar.py index 83d250a..8e0a081 100644 --- a/newcar.py +++ b/newcar.py @@ -208,7 +208,7 @@ def run_simulation(genomes, config): if choice == 2: car.angle -= 10 # Left if choice == 3: - if car.speed >= 15: + if car.speed >= 1: car.speed += 1 else: car.speed -= 1# Slow Down @@ -225,13 +225,13 @@ def run_simulation(genomes, config): if choice == 8: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) - choice = output.index(10(output)) + choice = output.index(30(output)) car.angle += choice # Left if choice == 9: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) - choice = output.index(10(output)) - car.angle -= choice # Left + choice = output.index(30(output)) + car.angle -= choice if choice == 10: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) @@ -240,8 +240,64 @@ def run_simulation(genomes, config): if choice == 11: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) - choice = output.index(25(output)) + choice = output.index(50(output)) car.speed -= choice + if choice == 12: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if car.speed >= choice: + car.speed += 1 + else: + car.speed -= 1 + if choice == 13: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if car.speed >= choice: + car.speed -= 1 + else: + car.speed += 1 + if choice == 14: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(1(output)) + if choice == 0: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if car.speed >= choice: + car.speed -= 1 + else: + car.speed += 1 + if choice == 1: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if car.speed <= choice: + car.speed -= 1 + else: + car.speed += 1 + if choice == 15: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(1(output)) + if choice == 0: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if car.speed >= choice: + car.speed += 1 + else: + car.speed -= 1 + if choice == 1: + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if car.speed <= choice: + car.speed += 1 + else: + car.speed -= 1 # Check If Car Is Still Alive @@ -297,4 +353,4 @@ def run_simulation(genomes, config): population.add_reporter(stats) # Run Simulation For A Maximum of 1000 Generations - population.run(run_simulation, 1000000) +population.run(run_simulation, 1000000) From f37fe6c4ed21fb9a911d971ae2f5e1192b4bfb25 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Tue, 12 Jul 2022 13:55:28 -0400 Subject: [PATCH 03/27] Add files via upload --- newcar.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/newcar.py b/newcar.py index 8e0a081..fc4a8e7 100644 --- a/newcar.py +++ b/newcar.py @@ -19,6 +19,8 @@ CAR_SIZE_X = 60 CAR_SIZE_Y = 60 +maxspeedp = 120 + BORDER_COLOR = (255, 255, 255, 255) # Color To Crash on Hit current_generation = 0 # Generation counter @@ -80,7 +82,7 @@ def check_radar(self, degree, game_map): y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further - while not game_map.get_at((x, y)) == BORDER_COLOR and length < 300: + while not game_map.get_at((x, y)) == BORDER_COLOR and length < 900: length = length + 1 x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) @@ -235,12 +237,12 @@ def run_simulation(genomes, config): if choice == 10: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) - choice = output.index(223.6(output)) + choice = output.index(maxspeedp(output)) car.speed += choice if choice == 11: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) - choice = output.index(50(output)) + choice = output.index(55(output)) car.speed -= choice if choice == 12: for i, car in enumerate(cars): From e226409030b8bc20c3cf75dbfea49902e24f1be5 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Tue, 12 Jul 2022 17:06:33 -0400 Subject: [PATCH 04/27] Add files via upload --- newcar.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/newcar.py b/newcar.py index fc4a8e7..2f13945 100644 --- a/newcar.py +++ b/newcar.py @@ -30,7 +30,7 @@ def time_convert(sec): hours = mins // 60 mins = mins % 60 print("Time Lapsed = {0}:{1}:{2}".format(int(hours),int(mins),sec)) - +hat = 900 class Car: def __init__(self): @@ -76,13 +76,18 @@ def check_collision(self, game_map): self.alive = False break + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + hat = choice + def check_radar(self, degree, game_map): length = 0 x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further - while not game_map.get_at((x, y)) == BORDER_COLOR and length < 900: + while not game_map.get_at((x, y)) == BORDER_COLOR and length < hat: length = length + 1 x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) @@ -242,7 +247,7 @@ def run_simulation(genomes, config): if choice == 11: for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) - choice = output.index(55(output)) + choice = output.index(56(output)) car.speed -= choice if choice == 12: for i, car in enumerate(cars): @@ -300,8 +305,6 @@ def run_simulation(genomes, config): car.speed += 1 else: car.speed -= 1 - - # Check If Car Is Still Alive # Increase Fitness If Yes And Break Loop If Not still_alive = 0 From 14a7c841e1f078fa5af29417828101d106a3c828 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 14 Jul 2022 16:00:48 -0400 Subject: [PATCH 05/27] Add files via upload --- newcar.py | 703 ++++++++++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 633 insertions(+), 70 deletions(-) diff --git a/newcar.py b/newcar.py index 2f13945..8bc5dff 100644 --- a/newcar.py +++ b/newcar.py @@ -227,84 +227,647 @@ def run_simulation(genomes, config): if choice == 6: car.angle += 0 # Left if choice == 7: - list2 = [5,5] - car.angle -= random.choice(list2) # Left + car.angle -= 0 if choice == 8: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(30(output)) - car.angle += choice # Left + car.angle -= 1 if choice == 9: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(30(output)) - car.angle -= choice + car.angle -= 2 if choice == 10: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(maxspeedp(output)) - car.speed += choice + car.angle -= 3 if choice == 11: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(56(output)) - car.speed -= choice + car.angle -= 4 if choice == 12: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if car.speed >= choice: - car.speed += 1 - else: - car.speed -= 1 + car.angle -= 5 if choice == 13: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if car.speed >= choice: - car.speed -= 1 - else: - car.speed += 1 + car.angle -= 6 if choice == 14: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(1(output)) - if choice == 0: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if car.speed >= choice: - car.speed -= 1 - else: - car.speed += 1 - if choice == 1: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if car.speed <= choice: - car.speed -= 1 - else: - car.speed += 1 + car.angle -= 7 if choice == 15: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(1(output)) - if choice == 0: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if car.speed >= choice: - car.speed += 1 - else: - car.speed -= 1 - if choice == 1: - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if car.speed <= choice: - car.speed += 1 - else: - car.speed -= 1 + car.angle -= 8 + if choice == 16: + car.angle -= 9 + if choice == 17: + car.angle -= 10 + if choice == 18: + car.angle -= 11 + if choice == 19: + car.angle -= 12 + if choice == 20: + car.angle -= 13 + if choice == 21: + car.angle -= 14 + if choice == 22: + car.angle -= 15 + if choice == 23: + car.angle -= 16 + if choice == 24: + car.angle -= 17 + if choice == 25: + car.angle -= 18 + if choice == 26: + car.angle -= 19 + if choice == 27: + car.angle -= 20 + if choice == 28: + car.angle -= 21 + if choice == 29: + car.angle -= 22 + if choice == 30: + car.angle -= 23 + if choice == 31: + car.angle -= 24 + if choice == 32: + car.angle -= 25 + if choice == 33: + car.angle -= 26 + if choice == 34: + car.angle -= 27 + if choice == 35: + car.angle -= 28 + if choice == 36: + car.angle -= 29 + if choice == 37: + car.angle -= 30 + if choice == 38: + car.angle += 0 + if choice == 39: + car.angle += 1 + if choice == 40: + car.angle += 2 + if choice == 41: + car.angle += 3 + if choice == 42: + car.angle += 4 + if choice == 43: + car.angle += 5 + if choice == 44: + car.angle += 6 + if choice == 45: + car.angle += 7 + if choice == 46: + car.angle += 8 + if choice == 47: + car.angle += 9 + if choice == 48: + car.angle += 10 + if choice == 49: + car.angle += 11 + if choice == 50: + car.angle += 12 + if choice == 51: + car.angle += 13 + if choice == 52: + car.angle += 14 + if choice == 53: + car.angle += 15 + if choice == 54: + car.angle += 16 + if choice == 55: + car.angle += 17 + if choice == 56: + car.angle += 18 + if choice == 57: + car.angle += 19 + if choice == 58: + car.angle += 20 + if choice == 59: + car.angle += 21 + if choice == 60: + car.angle += 22 + if choice == 61: + car.angle += 23 + if choice == 62: + car.angle += 24 + if choice == 63: + car.angle += 25 + if choice == 64: + car.angle += 26 + if choice == 65: + car.angle += 27 + if choice == 66: + car.angle += 28 + if choice == 67: + car.angle += 29 + if choice == 68: + car.angle += 30 + if choice == 69: + car.speed -= 0 + if choice == 70: + car.speed -= 1 + if choice == 71: + car.speed -= 2 + if choice == 72: + car.speed -= 3 + if choice == 73: + car.speed -= 4 + if choice == 74: + car.speed -= 5 + if choice == 75: + car.speed -= 6 + if choice == 76: + car.speed -= 7 + if choice == 77: + car.speed -= 8 + if choice == 78: + car.speed -= 9 + if choice == 79: + car.speed -= 10 + if choice == 80: + car.speed -= 11 + if choice == 81: + car.speed -= 12 + if choice == 82: + car.speed -= 13 + if choice == 83: + car.speed -= 14 + if choice == 84: + car.speed -= 15 + if choice == 85: + car.speed -= 16 + if choice == 86: + car.speed -= 17 + if choice == 87: + car.speed -= 18 + if choice == 88: + car.speed -= 19 + if choice == 89: + car.speed -= 20 + if choice == 90: + car.speed -= 21 + if choice == 91: + car.speed -= 22 + if choice == 92: + car.speed -= 23 + if choice == 93: + car.speed -= 24 + if choice == 94: + car.speed -= 25 + if choice == 95: + car.speed -= 26 + if choice == 96: + car.speed -= 27 + if choice == 97: + car.speed -= 28 + if choice == 98: + car.speed -= 29 + if choice == 99: + car.speed -= 30 + if choice == 100: + car.speed -= 31 + if choice == 101: + car.speed -= 32 + if choice == 102: + car.speed -= 33 + if choice == 103: + car.speed -= 34 + if choice == 104: + car.speed -= 35 + if choice == 105: + car.speed -= 36 + if choice == 106: + car.speed -= 37 + if choice == 107: + car.speed -= 38 + if choice == 108: + car.speed -= 39 + if choice == 109: + car.speed -= 40 + if choice == 110: + car.speed -= 41 + if choice == 111: + car.speed -= 42 + if choice == 112: + car.speed -= 43 + if choice == 113: + car.speed -= 44 + if choice == 114: + car.speed -= 45 + if choice == 115: + car.speed -= 46 + if choice == 116: + car.speed -= 47 + if choice == 117: + car.speed -= 48 + if choice == 118: + car.speed -= 49 + if choice == 119: + car.speed -= 50 + if choice == 120: + car.speed -= 51 + if choice == 121: + car.speed -= 52 + if choice == 122: + car.speed -= 53 + if choice == 123: + car.speed -= 54 + if choice == 124: + car.speed -= 55 + if choice == 125: + car.speed -= 56 + if choice == 126: + car.speed -= 57 + if choice == 127: + car.speed += 0 + if choice == 128: + car.speed += 1 + if choice == 129: + car.speed += 2 + if choice == 130: + car.speed += 3 + if choice == 131: + car.speed += 4 + if choice == 132: + car.speed += 5 + if choice == 133: + car.speed += 6 + if choice == 134: + car.speed += 7 + if choice == 135: + car.speed += 8 + if choice == 136: + car.speed += 9 + if choice == 137: + car.speed += 10 + if choice == 138: + car.speed += 11 + if choice == 139: + car.speed += 12 + if choice == 140: + car.speed += 13 + if choice == 141: + car.speed += 14 + if choice == 142: + car.speed += 15 + if choice == 143: + car.speed += 16 + if choice == 144: + car.speed += 17 + if choice == 145: + car.speed += 18 + if choice == 146: + car.speed += 19 + if choice == 147: + car.speed += 20 + if choice == 148: + car.speed += 21 + if choice == 149: + car.speed += 22 + if choice == 150: + car.speed += 23 + if choice == 151: + car.speed += 24 + if choice == 152: + car.speed += 25 + if choice == 153: + car.speed += 26 + if choice == 154: + car.speed += 27 + if choice == 155: + car.speed += 28 + if choice == 156: + car.speed += 29 + if choice == 157: + car.speed += 30 + if choice == 158: + car.speed += 31 + if choice == 159: + car.speed += 32 + if choice == 160: + car.speed += 33 + if choice == 161: + car.speed += 34 + if choice == 162: + car.speed += 35 + if choice == 163: + car.speed += 36 + if choice == 164: + car.speed += 37 + if choice == 165: + car.speed += 38 + if choice == 166: + car.speed += 39 + if choice == 167: + car.speed += 40 + if choice == 168: + car.speed += 41 + if choice == 169: + car.speed += 42 + if choice == 170: + car.speed += 43 + if choice == 171: + car.speed += 44 + if choice == 172: + car.speed += 45 + if choice == 173: + car.speed += 46 + if choice == 174: + car.speed += 47 + if choice == 175: + car.speed += 48 + if choice == 176: + car.speed += 49 + if choice == 177: + car.speed += 50 + if choice == 178: + car.speed += 51 + if choice == 179: + car.speed += 52 + if choice == 180: + car.speed += 53 + if choice == 181: + car.speed += 54 + if choice == 182: + car.speed += 55 + if choice == 183: + car.speed += 56 + if choice == 184: + car.speed += 57 + if choice == 185: + car.speed += 58 + if choice == 186: + car.speed += 59 + if choice == 187: + car.speed += 60 + if choice == 188: + car.speed += 61 + if choice == 189: + car.speed += 62 + if choice == 190: + car.speed += 63 + if choice == 191: + car.speed += 64 + if choice == 192: + car.speed += 65 + if choice == 193: + car.speed += 66 + if choice == 194: + car.speed += 67 + if choice == 195: + car.speed += 68 + if choice == 196: + car.speed += 69 + if choice == 197: + car.speed += 70 + if choice == 198: + car.speed += 71 + if choice == 199: + car.speed += 72 + if choice == 200: + car.speed += 73 + if choice == 201: + car.speed += 74 + if choice == 202: + car.speed += 75 + if choice == 203: + car.speed += 76 + if choice == 204: + car.speed += 77 + if choice == 205: + car.speed += 78 + if choice == 206: + car.speed += 79 + if choice == 207: + car.speed += 80 + if choice == 208: + car.speed += 81 + if choice == 209: + car.speed += 82 + if choice == 210: + car.speed += 83 + if choice == 211: + car.speed += 84 + if choice == 212: + car.speed += 85 + if choice == 213: + car.speed += 86 + if choice == 214: + car.speed += 87 + if choice == 215: + car.speed += 88 + if choice == 216: + car.speed += 89 + if choice == 217: + car.speed += 90 + if choice == 218: + car.speed += 91 + if choice == 219: + car.speed += 92 + if choice == 220: + car.speed += 93 + if choice == 221: + car.speed += 94 + if choice == 222: + car.speed += 95 + if choice == 223: + car.speed += 96 + if choice == 224: + car.speed += 97 + if choice == 225: + car.speed += 98 + if choice == 226: + car.speed += 99 + if choice == 227: + car.speed += 100 + if choice == 228: + car.speed += 101 + if choice == 229: + car.speed += 102 + if choice == 230: + car.speed += 103 + if choice == 231: + car.speed += 104 + if choice == 232: + car.speed += 105 + if choice == 233: + car.speed += 106 + if choice == 234: + car.speed += 107 + if choice == 235: + car.speed += 108 + if choice == 236: + car.speed += 109 + if choice == 237: + car.speed += 110 + if choice == 238: + car.speed += 111 + if choice == 239: + car.speed += 112 + if choice == 240: + car.speed += 113 + if choice == 241: + car.speed += 114 + if choice == 242: + car.speed += 115 + if choice == 243: + car.speed += 116 + if choice == 244: + car.speed += 117 + if choice == 245: + car.speed += 118 + if choice == 246: + car.speed += 119 + if choice == 247: + car.speed += 120 + if choice == 248: + car.speed += 121 + if choice == 249: + car.speed += 122 + if choice == 250: + car.speed += 123 + if choice == 251: + car.speed += 124 + if choice == 252: + car.speed += 125 + if choice == 253: + car.speed += 126 + if choice == 254: + car.speed += 127 + if choice == 255: + car.speed += 128 + if choice == 256: + car.speed += 129 + if choice == 257: + car.speed += 130 + if choice == 258: + car.speed += 131 + if choice == 259: + car.speed += 132 + if choice == 260: + car.speed += 133 + if choice == 261: + car.speed += 134 + if choice == 262: + car.speed += 135 + if choice == 263: + car.speed += 136 + if choice == 264: + car.speed += 137 + if choice == 265: + car.speed += 138 + if choice == 266: + car.speed += 139 + if choice == 267: + car.speed += 140 + if choice == 268: + car.speed += 141 + if choice == 269: + car.speed += 142 + if choice == 270: + car.speed += 143 + if choice == 271: + car.speed += 144 + if choice == 272: + car.speed += 145 + if choice == 273: + car.speed += 146 + if choice == 274: + car.speed += 147 + if choice == 275: + car.speed += 148 + if choice == 276: + car.speed += 149 + if choice == 277: + car.speed += 150 + if choice == 278: + car.speed += 151 + if choice == 279: + car.speed += 152 + if choice == 280: + car.speed += 153 + if choice == 281: + car.speed += 154 + if choice == 282: + car.speed += 155 + if choice == 283: + car.speed += 156 + if choice == 284: + car.speed += 157 + if choice == 285: + car.speed += 158 + if choice == 286: + car.speed += 159 + if choice == 287: + car.speed += 160 + if choice == 288: + car.speed += 161 + if choice == 289: + car.speed += 162 + if choice == 290: + car.speed += 163 + if choice == 291: + car.speed += 164 + if choice == 292: + car.speed += 165 + if choice == 293: + car.speed += 166 + if choice == 294: + car.speed += 167 + if choice == 295: + car.speed += 168 + if choice == 296: + car.speed += 169 + if choice == 297: + car.speed += 170 + if choice == 298: + car.speed += 171 + if choice == 299: + car.speed += 172 + if choice == 300: + car.speed += 173 + if choice == 301: + car.speed += 174 + if choice == 302: + car.speed += 175 + if choice == 303: + car.speed += 176 + if choice == 304: + car.speed += 177 + if choice == 305: + car.speed += 178 + if choice == 306: + car.speed += 179 + if choice == 307: + car.speed += 180 + if choice == 308: + car.speed += 181 + if choice == 309: + car.speed += 182 + if choice == 310: + car.speed += 183 + if choice == 311: + car.speed += 184 + if choice == 312: + car.speed += 185 + if choice == 313: + car.speed += 186 + if choice == 314: + car.speed += 187 + if choice == 315: + car.speed += 188 + if choice == 316: + car.speed += 189 + if choice == 317: + car.speed += 190 + if choice == 318: + car.speed += 191 + if choice == 319: + car.speed += 192 + if choice == 320: + car.speed += 193 + if choice == 321: + car.speed += 194 + if choice == 322: + car.speed += 195 + if choice == 323: + car.speed += 196 + if choice == 324: + car.speed += 197 + if choice == 325: + car.speed += 198 + if choice == 326: + car.speed += 199 + if choice == 327: + car.speed += 200 # Check If Car Is Still Alive # Increase Fitness If Yes And Break Loop If Not still_alive = 0 From 6903972adbb2f9bed34abd6fe81fe08a20907951 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 14 Jul 2022 16:01:18 -0400 Subject: [PATCH 06/27] Update config.txt --- config.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config.txt b/config.txt index c0f578d..d6eea51 100644 --- a/config.txt +++ b/config.txt @@ -46,7 +46,7 @@ node_delete_prob = 0.2 # network parameters num_hidden = 0 num_inputs = 5 -num_outputs = 4 +num_outputs = 327 # node response options response_init_mean = 1.0 @@ -76,4 +76,4 @@ species_elitism = 2 [DefaultReproduction] elitism = 3 -survival_threshold = 0.2 \ No newline at end of file +survival_threshold = 0.2 From b14d4e2268697672170bdffe8d007994b9dc7ff7 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 14 Jul 2022 16:21:58 -0400 Subject: [PATCH 07/27] Update config.txt --- config.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config.txt b/config.txt index d6eea51..8e955c5 100644 --- a/config.txt +++ b/config.txt @@ -72,8 +72,8 @@ compatibility_threshold = 2.0 [DefaultStagnation] species_fitness_func = max max_stagnation = 20 -species_elitism = 2 +species_elitism = 5 [DefaultReproduction] -elitism = 3 +elitism = 7 survival_threshold = 0.2 From 540133cfcfb37441cdff34e12d306d26dd54e8f5 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 14 Jul 2022 16:28:29 -0400 Subject: [PATCH 08/27] Add files via upload --- newcar.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/newcar.py b/newcar.py index 8bc5dff..7ee00a6 100644 --- a/newcar.py +++ b/newcar.py @@ -868,6 +868,8 @@ def run_simulation(genomes, config): car.speed += 199 if choice == 327: car.speed += 200 + if car.speed <= 0: + car.speed += 200 # Check If Car Is Still Alive # Increase Fitness If Yes And Break Loop If Not still_alive = 0 From 56e7b2472aeba129f9c0a909fbcfdeb77eae24e4 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 14 Jul 2022 16:43:08 -0400 Subject: [PATCH 09/27] Update config.txt --- config.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config.txt b/config.txt index 8e955c5..0f1e9f6 100644 --- a/config.txt +++ b/config.txt @@ -72,8 +72,8 @@ compatibility_threshold = 2.0 [DefaultStagnation] species_fitness_func = max max_stagnation = 20 -species_elitism = 5 +species_elitism = 7 [DefaultReproduction] -elitism = 7 +elitism = 8 survival_threshold = 0.2 From 0d150680ddb6f7f944ca3800ffb9ffedd61dbee0 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 14 Jul 2022 16:43:21 -0400 Subject: [PATCH 10/27] Add files via upload --- newcar.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/newcar.py b/newcar.py index 7ee00a6..3a1bbc9 100644 --- a/newcar.py +++ b/newcar.py @@ -868,7 +868,7 @@ def run_simulation(genomes, config): car.speed += 199 if choice == 327: car.speed += 200 - if car.speed <= 0: + if car.speed <= -39: car.speed += 200 # Check If Car Is Still Alive # Increase Fitness If Yes And Break Loop If Not From 8bb87475f5a5abe6ec234555dcb5263f62d8ff8c Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Sun, 17 Jul 2022 21:54:03 -0400 Subject: [PATCH 11/27] Delete newcar.py --- newcar.py | 926 ------------------------------------------------------ 1 file changed, 926 deletions(-) delete mode 100644 newcar.py diff --git a/newcar.py b/newcar.py deleted file mode 100644 index 3a1bbc9..0000000 --- a/newcar.py +++ /dev/null @@ -1,926 +0,0 @@ -# This Code is Heavily Inspired By The YouTuber: Cheesy AI -# Code Changed, Optimized And Commented By: NeuralNine (Florian Dedov) -import time -import math -import random -import sys -import os -import time -import neat -import pygame -import pickle -# Constants -# WIDTH = 3243 -# HEIGHT = 1824 - -WIDTH = 3243 -HEIGHT = 1824 - -CAR_SIZE_X = 60 -CAR_SIZE_Y = 60 - -maxspeedp = 120 - -BORDER_COLOR = (255, 255, 255, 255) # Color To Crash on Hit - -current_generation = 0 # Generation counter -def time_convert(sec): - mins = sec // 60 - sec = sec % 60 - hours = mins // 60 - mins = mins % 60 - print("Time Lapsed = {0}:{1}:{2}".format(int(hours),int(mins),sec)) -hat = 900 -class Car: - - def __init__(self): - # Load Car Sprite and Rotate - self.sprite = pygame.image.load('car.png').convert() # Convert Speeds Up A Lot - self.sprite = pygame.transform.scale(self.sprite, (CAR_SIZE_X, CAR_SIZE_Y)) - self.rotated_sprite = self.sprite - - # self.position = [690, 740] # Starting Position - self.position = [830, 920] # Starting Position - self.angle = 0 - self.speed = 0 - - self.speed_set = False # Flag For Default Speed Later on - - self.center = [self.position[0] + CAR_SIZE_X / 2, self.position[1] + CAR_SIZE_Y / 2] # Calculate Center - - self.radars = [] # List For Sensors / Radars - self.drawing_radars = [] # Radars To Be Drawn - - self.alive = True # Boolean To Check If Car is Crashed - - self.distance = 0 # Distance Driven - self.time = 0 # Time Passed - - def draw(self, screen): - screen.blit(self.rotated_sprite, self.position) # Draw Sprite - self.draw_radar(screen) #OPTIONAL FOR SENSORS - - def draw_radar(self, screen): - # Optionally Draw All Sensors / Radars - for radar in self.radars: - position = radar[0] - pygame.draw.line(screen, (0, 255, 0), self.center, position, 1) - pygame.draw.circle(screen, (0, 255, 0), position, 5) - - def check_collision(self, game_map): - self.alive = True - for point in self.corners: - # If Any Corner Touches Border Color -> Crash - # Assumes Rectangle - if game_map.get_at((int(point[0]), int(point[1]))) == BORDER_COLOR: - self.alive = False - break - - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - hat = choice - - def check_radar(self, degree, game_map): - length = 0 - x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) - y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) - - # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further - while not game_map.get_at((x, y)) == BORDER_COLOR and length < hat: - length = length + 1 - x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) - y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) - - # Calculate Distance To Border And Append To Radars List - dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) - self.radars.append([(x, y), dist]) - - def update(self, game_map): - # Set The Speed To 20 For The First Time - # Only When Having 4 Output Nodes With Speed Up and Down - if not self.speed_set: - self.speed = 20 - self.speed_set = True - - # Get Rotated Sprite And Move Into The Right X-Direction - # Don't Let The Car Go Closer Than 20px To The Edge - self.rotated_sprite = self.rotate_center(self.sprite, self.angle) - self.position[0] += math.cos(math.radians(360 - self.angle)) * self.speed - self.position[0] = max(self.position[0], 20) - self.position[0] = min(self.position[0], WIDTH - 120) - - # Increase Distance and Time - self.distance += self.speed - self.time += 1 - - # Same For Y-Position - self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed - self.position[1] = max(self.position[1], 20) - self.position[1] = min(self.position[1], WIDTH - 120) - - # Calculate New Center - self.center = [int(self.position[0]) + CAR_SIZE_X / 2, int(self.position[1]) + CAR_SIZE_Y / 2] - - # Calculate Four Corners - # Length Is Half The Side - length = 0.5 * CAR_SIZE_X - left_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 30))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 30))) * length] - right_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 150))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 150))) * length] - left_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 210))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 210))) * length] - right_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 330))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 330))) * length] - self.corners = [left_top, right_top, left_bottom, right_bottom] - - # Check Collisions And Clear Radars - self.check_collision(game_map) - self.radars.clear() - - # From -90 To 120 With Step-Size 45 Check Radar - for d in range(-90, 120, 45): - self.check_radar(d, game_map) - - def get_data(self): - # Get Distances To Border - radars = self.radars - return_values = [0, 0, 0, 0, 0] - for i, radar in enumerate(radars): - return_values[i] = int(radar[1] / 30) - - return return_values - - def is_alive(self): - # Basic Alive Function - return self.alive - - def get_reward(self): - # Calculate Reward (Maybe Change?) - # return self.distance / 50.0 - return self.distance / (CAR_SIZE_X / 2) - - def rotate_center(self, image, angle): - # Rotate The Rectangle - rectangle = image.get_rect() - rotated_image = pygame.transform.rotate(image, angle) - rotated_rectangle = rectangle.copy() - rotated_rectangle.center = rotated_image.get_rect().center - rotated_image = rotated_image.subsurface(rotated_rectangle).copy() - return rotated_image - - -def run_simulation(genomes, config): - - # Empty Collections For Nets and Cars - nets = [] - cars = [] - - # Initialize PyGame And The Display - pygame.init() - screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) - - # For All Genomes Passed Create A New Neural Network - for i, g in genomes: - net = neat.nn.FeedForwardNetwork.create(g, config) - nets.append(net) - g.fitness = 0 - - cars.append(Car()) - - # Clock Settings - # Font Settings & Loading Map - clock = pygame.time.Clock() - generation_font = pygame.font.SysFont("Arial", 30) - alive_font = pygame.font.SysFont("Arial", 20) - game_map = pygame.image.load('map2.png').convert() # Convert Speeds Up A Lot - - global current_generation - current_generation += 1 - - # Simple Counter To Roughly Limit Time (Not Good Practice) - counter = 0 - - while True: - # Exit On Quit Event - for event in pygame.event.get(): - if event.type == pygame.QUIT: - sys.exit(0) - - # For Each Car Get The Acton It Takes - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if choice == 0: - car.angle += 10 - if choice == 1: - car.angle -= 0 # Left - if choice == 2: - car.angle -= 10 # Left - if choice == 3: - if car.speed >= 1: - car.speed += 1 - else: - car.speed -= 1# Slow Down - if choice == 4: - car.speed += 1 # Speed Up - if choice == 5: - list4 = [5,5] - car.angle -= random.choice(list4) # Left - if choice == 6: - car.angle += 0 # Left - if choice == 7: - car.angle -= 0 - if choice == 8: - car.angle -= 1 - if choice == 9: - car.angle -= 2 - if choice == 10: - car.angle -= 3 - if choice == 11: - car.angle -= 4 - if choice == 12: - car.angle -= 5 - if choice == 13: - car.angle -= 6 - if choice == 14: - car.angle -= 7 - if choice == 15: - car.angle -= 8 - if choice == 16: - car.angle -= 9 - if choice == 17: - car.angle -= 10 - if choice == 18: - car.angle -= 11 - if choice == 19: - car.angle -= 12 - if choice == 20: - car.angle -= 13 - if choice == 21: - car.angle -= 14 - if choice == 22: - car.angle -= 15 - if choice == 23: - car.angle -= 16 - if choice == 24: - car.angle -= 17 - if choice == 25: - car.angle -= 18 - if choice == 26: - car.angle -= 19 - if choice == 27: - car.angle -= 20 - if choice == 28: - car.angle -= 21 - if choice == 29: - car.angle -= 22 - if choice == 30: - car.angle -= 23 - if choice == 31: - car.angle -= 24 - if choice == 32: - car.angle -= 25 - if choice == 33: - car.angle -= 26 - if choice == 34: - car.angle -= 27 - if choice == 35: - car.angle -= 28 - if choice == 36: - car.angle -= 29 - if choice == 37: - car.angle -= 30 - if choice == 38: - car.angle += 0 - if choice == 39: - car.angle += 1 - if choice == 40: - car.angle += 2 - if choice == 41: - car.angle += 3 - if choice == 42: - car.angle += 4 - if choice == 43: - car.angle += 5 - if choice == 44: - car.angle += 6 - if choice == 45: - car.angle += 7 - if choice == 46: - car.angle += 8 - if choice == 47: - car.angle += 9 - if choice == 48: - car.angle += 10 - if choice == 49: - car.angle += 11 - if choice == 50: - car.angle += 12 - if choice == 51: - car.angle += 13 - if choice == 52: - car.angle += 14 - if choice == 53: - car.angle += 15 - if choice == 54: - car.angle += 16 - if choice == 55: - car.angle += 17 - if choice == 56: - car.angle += 18 - if choice == 57: - car.angle += 19 - if choice == 58: - car.angle += 20 - if choice == 59: - car.angle += 21 - if choice == 60: - car.angle += 22 - if choice == 61: - car.angle += 23 - if choice == 62: - car.angle += 24 - if choice == 63: - car.angle += 25 - if choice == 64: - car.angle += 26 - if choice == 65: - car.angle += 27 - if choice == 66: - car.angle += 28 - if choice == 67: - car.angle += 29 - if choice == 68: - car.angle += 30 - if choice == 69: - car.speed -= 0 - if choice == 70: - car.speed -= 1 - if choice == 71: - car.speed -= 2 - if choice == 72: - car.speed -= 3 - if choice == 73: - car.speed -= 4 - if choice == 74: - car.speed -= 5 - if choice == 75: - car.speed -= 6 - if choice == 76: - car.speed -= 7 - if choice == 77: - car.speed -= 8 - if choice == 78: - car.speed -= 9 - if choice == 79: - car.speed -= 10 - if choice == 80: - car.speed -= 11 - if choice == 81: - car.speed -= 12 - if choice == 82: - car.speed -= 13 - if choice == 83: - car.speed -= 14 - if choice == 84: - car.speed -= 15 - if choice == 85: - car.speed -= 16 - if choice == 86: - car.speed -= 17 - if choice == 87: - car.speed -= 18 - if choice == 88: - car.speed -= 19 - if choice == 89: - car.speed -= 20 - if choice == 90: - car.speed -= 21 - if choice == 91: - car.speed -= 22 - if choice == 92: - car.speed -= 23 - if choice == 93: - car.speed -= 24 - if choice == 94: - car.speed -= 25 - if choice == 95: - car.speed -= 26 - if choice == 96: - car.speed -= 27 - if choice == 97: - car.speed -= 28 - if choice == 98: - car.speed -= 29 - if choice == 99: - car.speed -= 30 - if choice == 100: - car.speed -= 31 - if choice == 101: - car.speed -= 32 - if choice == 102: - car.speed -= 33 - if choice == 103: - car.speed -= 34 - if choice == 104: - car.speed -= 35 - if choice == 105: - car.speed -= 36 - if choice == 106: - car.speed -= 37 - if choice == 107: - car.speed -= 38 - if choice == 108: - car.speed -= 39 - if choice == 109: - car.speed -= 40 - if choice == 110: - car.speed -= 41 - if choice == 111: - car.speed -= 42 - if choice == 112: - car.speed -= 43 - if choice == 113: - car.speed -= 44 - if choice == 114: - car.speed -= 45 - if choice == 115: - car.speed -= 46 - if choice == 116: - car.speed -= 47 - if choice == 117: - car.speed -= 48 - if choice == 118: - car.speed -= 49 - if choice == 119: - car.speed -= 50 - if choice == 120: - car.speed -= 51 - if choice == 121: - car.speed -= 52 - if choice == 122: - car.speed -= 53 - if choice == 123: - car.speed -= 54 - if choice == 124: - car.speed -= 55 - if choice == 125: - car.speed -= 56 - if choice == 126: - car.speed -= 57 - if choice == 127: - car.speed += 0 - if choice == 128: - car.speed += 1 - if choice == 129: - car.speed += 2 - if choice == 130: - car.speed += 3 - if choice == 131: - car.speed += 4 - if choice == 132: - car.speed += 5 - if choice == 133: - car.speed += 6 - if choice == 134: - car.speed += 7 - if choice == 135: - car.speed += 8 - if choice == 136: - car.speed += 9 - if choice == 137: - car.speed += 10 - if choice == 138: - car.speed += 11 - if choice == 139: - car.speed += 12 - if choice == 140: - car.speed += 13 - if choice == 141: - car.speed += 14 - if choice == 142: - car.speed += 15 - if choice == 143: - car.speed += 16 - if choice == 144: - car.speed += 17 - if choice == 145: - car.speed += 18 - if choice == 146: - car.speed += 19 - if choice == 147: - car.speed += 20 - if choice == 148: - car.speed += 21 - if choice == 149: - car.speed += 22 - if choice == 150: - car.speed += 23 - if choice == 151: - car.speed += 24 - if choice == 152: - car.speed += 25 - if choice == 153: - car.speed += 26 - if choice == 154: - car.speed += 27 - if choice == 155: - car.speed += 28 - if choice == 156: - car.speed += 29 - if choice == 157: - car.speed += 30 - if choice == 158: - car.speed += 31 - if choice == 159: - car.speed += 32 - if choice == 160: - car.speed += 33 - if choice == 161: - car.speed += 34 - if choice == 162: - car.speed += 35 - if choice == 163: - car.speed += 36 - if choice == 164: - car.speed += 37 - if choice == 165: - car.speed += 38 - if choice == 166: - car.speed += 39 - if choice == 167: - car.speed += 40 - if choice == 168: - car.speed += 41 - if choice == 169: - car.speed += 42 - if choice == 170: - car.speed += 43 - if choice == 171: - car.speed += 44 - if choice == 172: - car.speed += 45 - if choice == 173: - car.speed += 46 - if choice == 174: - car.speed += 47 - if choice == 175: - car.speed += 48 - if choice == 176: - car.speed += 49 - if choice == 177: - car.speed += 50 - if choice == 178: - car.speed += 51 - if choice == 179: - car.speed += 52 - if choice == 180: - car.speed += 53 - if choice == 181: - car.speed += 54 - if choice == 182: - car.speed += 55 - if choice == 183: - car.speed += 56 - if choice == 184: - car.speed += 57 - if choice == 185: - car.speed += 58 - if choice == 186: - car.speed += 59 - if choice == 187: - car.speed += 60 - if choice == 188: - car.speed += 61 - if choice == 189: - car.speed += 62 - if choice == 190: - car.speed += 63 - if choice == 191: - car.speed += 64 - if choice == 192: - car.speed += 65 - if choice == 193: - car.speed += 66 - if choice == 194: - car.speed += 67 - if choice == 195: - car.speed += 68 - if choice == 196: - car.speed += 69 - if choice == 197: - car.speed += 70 - if choice == 198: - car.speed += 71 - if choice == 199: - car.speed += 72 - if choice == 200: - car.speed += 73 - if choice == 201: - car.speed += 74 - if choice == 202: - car.speed += 75 - if choice == 203: - car.speed += 76 - if choice == 204: - car.speed += 77 - if choice == 205: - car.speed += 78 - if choice == 206: - car.speed += 79 - if choice == 207: - car.speed += 80 - if choice == 208: - car.speed += 81 - if choice == 209: - car.speed += 82 - if choice == 210: - car.speed += 83 - if choice == 211: - car.speed += 84 - if choice == 212: - car.speed += 85 - if choice == 213: - car.speed += 86 - if choice == 214: - car.speed += 87 - if choice == 215: - car.speed += 88 - if choice == 216: - car.speed += 89 - if choice == 217: - car.speed += 90 - if choice == 218: - car.speed += 91 - if choice == 219: - car.speed += 92 - if choice == 220: - car.speed += 93 - if choice == 221: - car.speed += 94 - if choice == 222: - car.speed += 95 - if choice == 223: - car.speed += 96 - if choice == 224: - car.speed += 97 - if choice == 225: - car.speed += 98 - if choice == 226: - car.speed += 99 - if choice == 227: - car.speed += 100 - if choice == 228: - car.speed += 101 - if choice == 229: - car.speed += 102 - if choice == 230: - car.speed += 103 - if choice == 231: - car.speed += 104 - if choice == 232: - car.speed += 105 - if choice == 233: - car.speed += 106 - if choice == 234: - car.speed += 107 - if choice == 235: - car.speed += 108 - if choice == 236: - car.speed += 109 - if choice == 237: - car.speed += 110 - if choice == 238: - car.speed += 111 - if choice == 239: - car.speed += 112 - if choice == 240: - car.speed += 113 - if choice == 241: - car.speed += 114 - if choice == 242: - car.speed += 115 - if choice == 243: - car.speed += 116 - if choice == 244: - car.speed += 117 - if choice == 245: - car.speed += 118 - if choice == 246: - car.speed += 119 - if choice == 247: - car.speed += 120 - if choice == 248: - car.speed += 121 - if choice == 249: - car.speed += 122 - if choice == 250: - car.speed += 123 - if choice == 251: - car.speed += 124 - if choice == 252: - car.speed += 125 - if choice == 253: - car.speed += 126 - if choice == 254: - car.speed += 127 - if choice == 255: - car.speed += 128 - if choice == 256: - car.speed += 129 - if choice == 257: - car.speed += 130 - if choice == 258: - car.speed += 131 - if choice == 259: - car.speed += 132 - if choice == 260: - car.speed += 133 - if choice == 261: - car.speed += 134 - if choice == 262: - car.speed += 135 - if choice == 263: - car.speed += 136 - if choice == 264: - car.speed += 137 - if choice == 265: - car.speed += 138 - if choice == 266: - car.speed += 139 - if choice == 267: - car.speed += 140 - if choice == 268: - car.speed += 141 - if choice == 269: - car.speed += 142 - if choice == 270: - car.speed += 143 - if choice == 271: - car.speed += 144 - if choice == 272: - car.speed += 145 - if choice == 273: - car.speed += 146 - if choice == 274: - car.speed += 147 - if choice == 275: - car.speed += 148 - if choice == 276: - car.speed += 149 - if choice == 277: - car.speed += 150 - if choice == 278: - car.speed += 151 - if choice == 279: - car.speed += 152 - if choice == 280: - car.speed += 153 - if choice == 281: - car.speed += 154 - if choice == 282: - car.speed += 155 - if choice == 283: - car.speed += 156 - if choice == 284: - car.speed += 157 - if choice == 285: - car.speed += 158 - if choice == 286: - car.speed += 159 - if choice == 287: - car.speed += 160 - if choice == 288: - car.speed += 161 - if choice == 289: - car.speed += 162 - if choice == 290: - car.speed += 163 - if choice == 291: - car.speed += 164 - if choice == 292: - car.speed += 165 - if choice == 293: - car.speed += 166 - if choice == 294: - car.speed += 167 - if choice == 295: - car.speed += 168 - if choice == 296: - car.speed += 169 - if choice == 297: - car.speed += 170 - if choice == 298: - car.speed += 171 - if choice == 299: - car.speed += 172 - if choice == 300: - car.speed += 173 - if choice == 301: - car.speed += 174 - if choice == 302: - car.speed += 175 - if choice == 303: - car.speed += 176 - if choice == 304: - car.speed += 177 - if choice == 305: - car.speed += 178 - if choice == 306: - car.speed += 179 - if choice == 307: - car.speed += 180 - if choice == 308: - car.speed += 181 - if choice == 309: - car.speed += 182 - if choice == 310: - car.speed += 183 - if choice == 311: - car.speed += 184 - if choice == 312: - car.speed += 185 - if choice == 313: - car.speed += 186 - if choice == 314: - car.speed += 187 - if choice == 315: - car.speed += 188 - if choice == 316: - car.speed += 189 - if choice == 317: - car.speed += 190 - if choice == 318: - car.speed += 191 - if choice == 319: - car.speed += 192 - if choice == 320: - car.speed += 193 - if choice == 321: - car.speed += 194 - if choice == 322: - car.speed += 195 - if choice == 323: - car.speed += 196 - if choice == 324: - car.speed += 197 - if choice == 325: - car.speed += 198 - if choice == 326: - car.speed += 199 - if choice == 327: - car.speed += 200 - if car.speed <= -39: - car.speed += 200 - # Check If Car Is Still Alive - # Increase Fitness If Yes And Break Loop If Not - still_alive = 0 - for i, car in enumerate(cars): - if car.is_alive(): - still_alive += 1 - car.update(game_map) - genomes[i][1].fitness += car.get_reward() - - if still_alive == 0: - break - - counter += 1 - if counter == 30 * 40: # Stop After About 20 Seconds - break - - # Draw Map And All Cars That Are Alive - screen.blit(game_map, (0, 0)) - for car in cars: - if car.is_alive(): - car.draw(screen) - - # Display Info - text = generation_font.render("Generation: " + str(current_generation), True, (0,0,0)) - text_rect = text.get_rect() - text_rect.center = (900, 450) - screen.blit(text, text_rect) - - text = alive_font.render("Still Alive: " + str(still_alive), True, (0, 0, 0)) - text_rect = text.get_rect() - text_rect.center = (900, 490) - screen.blit(text, text_rect) - - pygame.display.flip() - clock.tick(60) # 60 FPS - -if __name__ == "__main__": - - # Load Config - config_path = "./config.txt" - config = neat.config.Config(neat.DefaultGenome, - neat.DefaultReproduction, - neat.DefaultSpeciesSet, - neat.DefaultStagnation, - config_path) - - # Create Population And Add Reporters - population = neat.Population(config) - population.add_reporter(neat.StdOutReporter(True)) - stats = neat.StatisticsReporter() - population.add_reporter(stats) - - # Run Simulation For A Maximum of 1000 Generations -population.run(run_simulation, 1000000) From 56a43fb206079f53afdefd68198dc0e54a2fc024 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Sun, 17 Jul 2022 21:54:08 -0400 Subject: [PATCH 12/27] Delete map5.png --- map5.png | Bin 38300 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 map5.png diff --git a/map5.png b/map5.png deleted file mode 100644 index ba3ece3d2626b93fa3218305eaa9fccda163f4a3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 38300 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upload --- car.png | Bin 0 -> 35597 bytes maps/map1.png | Bin 0 -> 167556 bytes maps/map2.png | Bin 0 -> 167556 bytes maps/map3.png | Bin 0 -> 112252 bytes maps/map4.png | Bin 0 -> 35625 bytes maps/map5.png | Bin 0 -> 38300 bytes models/Anna.pkl | Bin 0 -> 897 bytes models/Bence.pkl | Bin 0 -> 1133 bytes models/Zsombor.pkl | Bin 0 -> 1386 bytes newcar.py | 1078 ++++++++++++++++++++++++++++++++++++++++++++ newcar_base.py | 218 +++++++++ 11 files changed, 1296 insertions(+) create mode 100644 car.png create mode 100644 maps/map1.png create mode 100644 maps/map2.png create mode 100644 maps/map3.png create mode 100644 maps/map4.png create mode 100644 maps/map5.png create mode 100644 models/Anna.pkl create mode 100644 models/Bence.pkl create mode 100644 models/Zsombor.pkl create mode 100644 newcar.py create mode 100644 newcar_base.py diff --git a/car.png b/car.png new file mode 100644 index 0000000000000000000000000000000000000000..8245b1949abdc48226d053fa1516aae02a80596a GIT binary patch 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self.sprite = pygame.image.load('car.png').convert() # Convert Speeds Up A Lot + self.sprite = pygame.transform.scale(self.sprite, (CAR_SIZE_X, CAR_SIZE_Y)) + self.rotated_sprite = self.sprite + + # self.position = [690, 740] # Starting Position + self.position = [830, 920] # Starting Position + self.angle = 0 + self.speed = 0 + + self.speed_set = False # Flag For Default Speed Later on + + self.center = [self.position[0] + CAR_SIZE_X / 2, self.position[1] + CAR_SIZE_Y / 2] # Calculate Center + + self.radars = [] # List For Sensors / Radars + self.drawing_radars = [] # Radars To Be Drawn + + self.alive = True # Boolean To Check If Car is Crashed + + self.distance = 0 # Distance Driven + self.time = 0 # Time Passed + self.name = name + + def __str__(self): + if self.name != "": + return self.name + else: + return "No name given" + + def draw(self, screen, sensor = False): + screen.blit(self.rotated_sprite, self.position) # Draw Sprite + if sensor: + self.draw_radar(screen) # OPTIONAL FOR SENSORS + + def draw_radar(self, screen): + # Optionally Draw All Sensors / Radars + for radar in self.radars: + position = radar[0] + pygame.draw.line(screen, (0, 255, 0), self.center, position, 1) + pygame.draw.circle(screen, (0, 255, 0), position, 5) + + def check_collision(self, game_map): + self.alive = True + for point in self.corners: + # If Any Corner Touches Border Color -> Crash + # Assumes Rectangle + if game_map.get_at((int(point[0]), int(point[1]))) == BORDER_COLOR: + self.alive = False + break + + def check_radar(self, degree, game_map): + length = 0 + x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) + y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) + + # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further + while not game_map.get_at((x, y)) == BORDER_COLOR and length < 300: + length = length + 1 + x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) + y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) + + # Calculate Distance To Border And Append To Radars List + dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) + self.radars.append([(x, y), dist]) + + def update(self, game_map): + # Set The Speed To 20 For The First Time + # Only When Having 4 Output Nodes With Speed Up and Down + if not self.speed_set: + self.speed = 5 + self.speed_set = True + + # Get Rotated Sprite And Move Into The Right X-Direction + # Don't Let The Car Go Closer Than 20px To The Edge + self.rotated_sprite = self.rotate_center(self.sprite, self.angle) + self.position[0] += math.cos(math.radians(360 - self.angle)) * self.speed + self.position[0] = max(self.position[0], 20) + self.position[0] = min(self.position[0], WIDTH - 120) + + # Increase Distance and Time + self.distance += self.speed + self.time += 1 + + # Same For Y-Position + self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed + self.position[1] = max(self.position[1], 20) + self.position[1] = min(self.position[1], WIDTH - 120) + + # Calculate New Center + self.center = [int(self.position[0]) + CAR_SIZE_X / 2, int(self.position[1]) + CAR_SIZE_Y / 2] + + # Calculate Four Corners + # Length Is Half The Side + length = 0.5 * CAR_SIZE_X + left_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 30))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 30))) * length] + right_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 150))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 150))) * length] + left_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 210))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 210))) * length] + right_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 330))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 330))) * length] + self.corners = [left_top, right_top, left_bottom, right_bottom] + + # Check Collisions And Clear Radars + self.check_collision(game_map) + self.radars.clear() + + # From -90 To 120 With Step-Size 45 Check Radar + for d in range(-90, 120, 45): + self.check_radar(d, game_map) + + def get_data(self): + # Get Distances To Border + radars = self.radars + return_values = [0, 0, 0, 0, 0] + for i, radar in enumerate(radars): + return_values[i] = int(radar[1] / 30) + + return return_values + + def is_alive(self): + # Basic Alive Function + return self.alive + + def get_reward(self): + return self.distance / (CAR_SIZE_X / 2) / self.time + + def rotate_center(self, image, angle): + # Rotate The Rectangle + rectangle = image.get_rect() + rotated_image = pygame.transform.rotate(image, angle) + rotated_rectangle = rectangle.copy() + rotated_rectangle.center = rotated_image.get_rect().center + rotated_image = rotated_image.subsurface(rotated_rectangle).copy() + return rotated_image + + +# if player is None human plays it +# a series of AIs play it on the same map +def play(player=None): + if player is None: + # Human player + + # Initialize The Display + screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) + fps = 60 + + # Clock Settings + # Font Settings & Loading Map + clock = pygame.time.Clock() + game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot + + car = Car() + + run = True + while run: + # Exit On Quit Event + for event in pygame.event.get(): + if event.type == pygame.QUIT: + run = False + break + + if event.type == pygame.KEYDOWN: + if event.key == pygame.K_LEFT: + car.angle += 10 # Left + elif event.key == pygame.K_RIGHT: + car.angle -= 10 # Right + elif event.key == pygame.K_UP: + car.speed += 2 # Speed Up + elif event.key == pygame.K_DOWN: + if car.speed - 2 >= 12: + car.speed -= 2 # Slow Down + + screen.blit(game_map, (0, 0)) + + if car.is_alive(): + car.update(game_map) + car.draw(screen) + else: + car = Car() + + pygame.display.flip() + clock.tick(fps) # 60 FPS + + pygame.quit() + sys.exit() + else: + # AI players + + # Initialize The Display + screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) + fps = 60 + + config_path = "./config.txt" + config = neat.config.Config(neat.DefaultGenome, + neat.DefaultReproduction, + neat.DefaultSpeciesSet, + neat.DefaultStagnation, + config_path) + cars = [] + nets = [] + rewards = [] + + for w in player: + g = pickle.load(open(f"./models/{w}", 'rb')) + net = neat.nn.FeedForwardNetwork.create(g, config) + nets.append(net) + + cars.append(Car(w.split('.')[0])) + rewards.append(0) + + # Clock Settings + # Font Settings & Loading Map + clock = pygame.time.Clock() + game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot + + run = True + while run: + # Exit On Quit Event + for event in pygame.event.get(): + if event.type == pygame.QUIT: + run = False + break + + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if choice == 0: + car.angle += 10 + if choice == 1: + car.angle -= 0 # Left + if choice == 2: + car.angle -= 10 # Left + if choice == 3: + if car.speed >= 1: + car.speed += 1 + else: + car.speed -= 1# Slow Down + if choice == 4: + car.speed += 1 # Speed Up + if choice == 5: + list4 = [5,5] + car.angle -= random.choice(list4) # Left + if choice == 6: + car.angle += 0 # Left + if choice == 7: + car.angle -= 0 + if choice == 8: + car.angle -= 1 + if choice == 9: + car.angle -= 2 + if choice == 10: + car.angle -= 3 + if choice == 11: + car.angle -= 4 + if choice == 12: + car.angle -= 5 + if choice == 13: + car.angle -= 6 + if choice == 14: + car.angle -= 7 + if choice == 15: + car.angle -= 8 + if choice == 16: + car.angle -= 9 + if choice == 17: + car.angle -= 10 + if choice == 18: + car.angle -= 11 + if choice == 19: + car.angle -= 12 + if choice == 20: + car.angle -= 13 + if choice == 21: + car.angle -= 14 + if choice == 22: + car.angle -= 15 + if choice == 23: + car.angle -= 16 + if choice == 24: + car.angle -= 17 + if choice == 25: + car.angle -= 18 + if choice == 26: + car.angle -= 19 + if choice == 27: + car.angle -= 20 + if choice == 28: + car.angle -= 21 + if choice == 29: + car.angle -= 22 + if choice == 30: + car.angle -= 23 + if choice == 31: + car.angle -= 24 + if choice == 32: + car.angle -= 25 + if choice == 33: + car.angle -= 26 + if choice == 34: + car.angle -= 27 + if choice == 35: + car.angle -= 28 + if choice == 36: + car.angle -= 29 + if choice == 37: + car.angle -= 30 + if choice == 38: + car.angle += 0 + if choice == 39: + car.angle += 1 + if choice == 40: + car.angle += 2 + if choice == 41: + car.angle += 3 + if choice == 42: + car.angle += 4 + if choice == 43: + car.angle += 5 + if choice == 44: + car.angle += 6 + if choice == 45: + car.angle += 7 + if choice == 46: + car.angle += 8 + if choice == 47: + car.angle += 9 + if choice == 48: + car.angle += 10 + if choice == 49: + car.angle += 11 + if choice == 50: + car.angle += 12 + if choice == 51: + car.angle += 13 + if choice == 52: + car.angle += 14 + if choice == 53: + car.angle += 15 + if choice == 54: + car.angle += 16 + if choice == 55: + car.angle += 17 + if choice == 56: + car.angle += 18 + if choice == 57: + car.angle += 19 + if choice == 58: + car.angle += 20 + if choice == 59: + car.angle += 21 + if choice == 60: + car.angle += 22 + if choice == 61: + car.angle += 23 + if choice == 62: + car.angle += 24 + if choice == 63: + car.angle += 25 + if choice == 64: + car.angle += 26 + if choice == 65: + car.angle += 27 + if choice == 66: + car.angle += 28 + if choice == 67: + car.angle += 29 + if choice == 68: + car.angle += 30 + if choice == 69: + car.speed -= 0 + if choice == 70: + car.speed -= 1 + if choice == 71: + car.speed -= 2 + if choice == 72: + car.speed -= 3 + if choice == 73: + car.speed -= 4 + if choice == 74: + car.speed -= 5 + if choice == 75: + car.speed -= 6 + if choice == 76: + car.speed -= 7 + if choice == 77: + car.speed -= 8 + if choice == 78: + car.speed -= 9 + if choice == 79: + car.speed -= 10 + if choice == 80: + car.speed -= 11 + if choice == 81: + car.speed -= 12 + if choice == 82: + car.speed -= 13 + if choice == 83: + car.speed -= 14 + if choice == 84: + car.speed -= 15 + if choice == 85: + car.speed -= 16 + if choice == 86: + car.speed -= 17 + if choice == 87: + car.speed -= 18 + if choice == 88: + car.speed -= 19 + if choice == 89: + car.speed -= 20 + if choice == 90: + car.speed -= 21 + if choice == 91: + car.speed -= 22 + if choice == 92: + car.speed -= 23 + if choice == 93: + car.speed -= 24 + if choice == 94: + car.speed -= 25 + if choice == 95: + car.speed -= 26 + if choice == 96: + car.speed -= 27 + if choice == 97: + car.speed -= 28 + if choice == 98: + car.speed -= 29 + if choice == 99: + car.speed -= 30 + if choice == 100: + car.speed -= 31 + if choice == 101: + car.speed -= 32 + if choice == 102: + car.speed -= 33 + if choice == 103: + car.speed -= 34 + if choice == 104: + car.speed -= 35 + if choice == 105: + car.speed -= 36 + if choice == 106: + car.speed -= 37 + if choice == 107: + car.speed -= 38 + if choice == 108: + car.speed -= 39 + if choice == 109: + car.speed -= 40 + if choice == 110: + car.speed -= 41 + if choice == 111: + car.speed -= 42 + if choice == 112: + car.speed -= 43 + if choice == 113: + car.speed -= 44 + if choice == 114: + car.speed -= 45 + if choice == 115: + car.speed -= 46 + if choice == 116: + car.speed -= 47 + if choice == 117: + car.speed -= 48 + if choice == 118: + car.speed -= 49 + if choice == 119: + car.speed -= 50 + if choice == 120: + car.speed -= 51 + if choice == 121: + car.speed -= 52 + if choice == 122: + car.speed -= 53 + if choice == 123: + car.speed -= 54 + if choice == 124: + car.speed -= 55 + if choice == 125: + car.speed -= 56 + if choice == 126: + car.speed -= 57 + if choice == 127: + car.speed += 0 + if choice == 128: + car.speed += 1 + if choice == 129: + car.speed += 2 + if choice == 130: + car.speed += 3 + if choice == 131: + car.speed += 4 + if choice == 132: + car.speed += 5 + if choice == 133: + car.speed += 6 + if choice == 134: + car.speed += 7 + if choice == 135: + car.speed += 8 + if choice == 136: + car.speed += 9 + if choice == 137: + car.speed += 10 + if choice == 138: + car.speed += 11 + if choice == 139: + car.speed += 12 + if choice == 140: + car.speed += 13 + if choice == 141: + car.speed += 14 + if choice == 142: + car.speed += 15 + if choice == 143: + car.speed += 16 + if choice == 144: + car.speed += 17 + if choice == 145: + car.speed += 18 + if choice == 146: + car.speed += 19 + if choice == 147: + car.speed += 20 + if choice == 148: + car.speed += 21 + if choice == 149: + car.speed += 22 + if choice == 150: + car.speed += 23 + if choice == 151: + car.speed += 24 + if choice == 152: + car.speed += 25 + if choice == 153: + car.speed += 26 + if choice == 154: + car.speed += 27 + if choice == 155: + car.speed += 28 + if choice == 156: + car.speed += 29 + if choice == 157: + car.speed += 30 + if choice == 158: + car.speed += 31 + if choice == 159: + car.speed += 32 + if choice == 160: + car.speed += 33 + if choice == 161: + car.speed += 34 + if choice == 162: + car.speed += 35 + if choice == 163: + car.speed += 36 + if choice == 164: + car.speed += 37 + if choice == 165: + car.speed += 38 + if choice == 166: + car.speed += 39 + if choice == 167: + car.speed += 40 + if choice == 168: + car.speed += 41 + if choice == 169: + car.speed += 42 + if choice == 170: + car.speed += 43 + if choice == 171: + car.speed += 44 + if choice == 172: + car.speed += 45 + if choice == 173: + car.speed += 46 + if choice == 174: + car.speed += 47 + if choice == 175: + car.speed += 48 + if choice == 176: + car.speed += 49 + if choice == 177: + car.speed += 50 + if choice == 178: + car.speed += 51 + if choice == 179: + car.speed += 52 + if choice == 180: + car.speed += 53 + if choice == 181: + car.speed += 54 + if choice == 182: + car.speed += 55 + if choice == 183: + car.speed += 56 + if choice == 184: + car.speed += 57 + if choice == 185: + car.speed += 58 + if choice == 186: + car.speed += 59 + if choice == 187: + car.speed += 60 + if choice == 188: + car.speed += 61 + if choice == 189: + car.speed += 62 + if choice == 190: + car.speed += 63 + if choice == 191: + car.speed += 64 + if choice == 192: + car.speed += 65 + if choice == 193: + car.speed += 66 + if choice == 194: + car.speed += 67 + if choice == 195: + car.speed += 68 + if choice == 196: + car.speed += 69 + if choice == 197: + car.speed += 70 + if choice == 198: + car.speed += 71 + if choice == 199: + car.speed += 72 + if choice == 200: + car.speed += 73 + if choice == 201: + car.speed += 74 + if choice == 202: + car.speed += 75 + if choice == 203: + car.speed += 76 + if choice == 204: + car.speed += 77 + if choice == 205: + car.speed += 78 + if choice == 206: + car.speed += 79 + if choice == 207: + car.speed += 80 + if choice == 208: + car.speed += 81 + if choice == 209: + car.speed += 82 + if choice == 210: + car.speed += 83 + if choice == 211: + car.speed += 84 + if choice == 212: + car.speed += 85 + if choice == 213: + car.speed += 86 + if choice == 214: + car.speed += 87 + if choice == 215: + car.speed += 88 + if choice == 216: + car.speed += 89 + if choice == 217: + car.speed += 90 + if choice == 218: + car.speed += 91 + if choice == 219: + car.speed += 92 + if choice == 220: + car.speed += 93 + if choice == 221: + car.speed += 94 + if choice == 222: + car.speed += 95 + if choice == 223: + car.speed += 96 + if choice == 224: + car.speed += 97 + if choice == 225: + car.speed += 98 + if choice == 226: + car.speed += 99 + if choice == 227: + car.speed += 100 + if choice == 228: + car.speed += 101 + if choice == 229: + car.speed += 102 + if choice == 230: + car.speed += 103 + if choice == 231: + car.speed += 104 + if choice == 232: + car.speed += 105 + if choice == 233: + car.speed += 106 + if choice == 234: + car.speed += 107 + if choice == 235: + car.speed += 108 + if choice == 236: + car.speed += 109 + if choice == 237: + car.speed += 110 + if choice == 238: + car.speed += 111 + if choice == 239: + car.speed += 112 + if choice == 240: + car.speed += 113 + if choice == 241: + car.speed += 114 + if choice == 242: + car.speed += 115 + if choice == 243: + car.speed += 116 + if choice == 244: + car.speed += 117 + if choice == 245: + car.speed += 118 + if choice == 246: + car.speed += 119 + if choice == 247: + car.speed += 120 + if choice == 248: + car.speed += 121 + if choice == 249: + car.speed += 122 + if choice == 250: + car.speed += 123 + if choice == 251: + car.speed += 124 + if choice == 252: + car.speed += 125 + if choice == 253: + car.speed += 126 + if choice == 254: + car.speed += 127 + if choice == 255: + car.speed += 128 + if choice == 256: + car.speed += 129 + if choice == 257: + car.speed += 130 + if choice == 258: + car.speed += 131 + if choice == 259: + car.speed += 132 + if choice == 260: + car.speed += 133 + if choice == 261: + car.speed += 134 + if choice == 262: + car.speed += 135 + if choice == 263: + car.speed += 136 + if choice == 264: + car.speed += 137 + if choice == 265: + car.speed += 138 + if choice == 266: + car.speed += 139 + if choice == 267: + car.speed += 140 + if choice == 268: + car.speed += 141 + if choice == 269: + car.speed += 142 + if choice == 270: + car.speed += 143 + if choice == 271: + car.speed += 144 + if choice == 272: + car.speed += 145 + if choice == 273: + car.speed += 146 + if choice == 274: + car.speed += 147 + if choice == 275: + car.speed += 148 + if choice == 276: + car.speed += 149 + if choice == 277: + car.speed += 150 + if choice == 278: + car.speed += 151 + if choice == 279: + car.speed += 152 + if choice == 280: + car.speed += 153 + if choice == 281: + car.speed += 154 + if choice == 282: + car.speed += 155 + if choice == 283: + car.speed += 156 + if choice == 284: + car.speed += 157 + if choice == 285: + car.speed += 158 + if choice == 286: + car.speed += 159 + if choice == 287: + car.speed += 160 + if choice == 288: + car.speed += 161 + if choice == 289: + car.speed += 162 + if choice == 290: + car.speed += 163 + if choice == 291: + car.speed += 164 + if choice == 292: + car.speed += 165 + if choice == 293: + car.speed += 166 + if choice == 294: + car.speed += 167 + if choice == 295: + car.speed += 168 + if choice == 296: + car.speed += 169 + if choice == 297: + car.speed += 170 + if choice == 298: + car.speed += 171 + if choice == 299: + car.speed += 172 + if choice == 300: + car.speed += 173 + if choice == 301: + car.speed += 174 + if choice == 302: + car.speed += 175 + if choice == 303: + car.speed += 176 + if choice == 304: + car.speed += 177 + if choice == 305: + car.speed += 178 + if choice == 306: + car.speed += 179 + if choice == 307: + car.speed += 180 + if choice == 308: + car.speed += 181 + if choice == 309: + car.speed += 182 + if choice == 310: + car.speed += 183 + if choice == 311: + car.speed += 184 + if choice == 312: + car.speed += 185 + if choice == 313: + car.speed += 186 + if choice == 314: + car.speed += 187 + if choice == 315: + car.speed += 188 + if choice == 316: + car.speed += 189 + if choice == 317: + car.speed += 190 + if choice == 318: + car.speed += 191 + if choice == 319: + car.speed += 192 + if choice == 320: + car.speed += 193 + if choice == 321: + car.speed += 194 + if choice == 322: + car.speed += 195 + if choice == 323: + car.speed += 196 + if choice == 324: + car.speed += 197 + if choice == 325: + car.speed += 198 + if choice == 326: + car.speed += 199 + if choice == 327: + car.speed += 200 + if car.speed <= -39: + car.speed += 200 + + + screen.blit(game_map, (0, 0)) + + still_alive = 0 + for i, car in enumerate(cars): + if car.is_alive(): + still_alive += 1 + car.update(game_map) + car.draw(screen) + rewards[i] += car.get_reward() + + if still_alive == 0: + run = False + + alive_font = pygame.font.SysFont("Arial", 20) + text = alive_font.render("Still Alive: " + str(still_alive), True, (0, 0, 0)) + text_rect = text.get_rect() + text_rect.center = (900, 490) + screen.blit(text, text_rect) + + pygame.display.flip() + clock.tick(fps) # 60 FPS + + # show leaderboard + leaderboard = [] + for i, car in enumerate(cars): + leaderboard.append([car, rewards[i]]) + + for i, r in enumerate(sorted(leaderboard, key=lambda x: x[1], reverse=True)): + print(f"{i+1}. {r[0]} Score: {int(r[1])}m") + + # exit + pygame.quit() + sys.exit() + + +def run_simulation(genomes, config): + # Empty Collections For Nets and Cars + nets = [] + cars = [] + + # Initialize The Display + screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) + + # For All Genomes Passed Create A New Neural Network + for i, g in genomes: + net = neat.nn.FeedForwardNetwork.create(g, config) + nets.append(net) + g.fitness = 0 + + cars.append(Car()) + + # Clock Settings + # Font Settings & Loading Map + clock = pygame.time.Clock() + generation_font = pygame.font.SysFont("Arial", 30) + alive_font = pygame.font.SysFont("Arial", 20) + game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot + + global current_generation + current_generation += 1 + + # Simple Counter To Roughly Limit Time (Not Good Practice) + counter = 0 + fps = 60 + + while True: + # Exit On Quit Event + for event in pygame.event.get(): + if event.type == pygame.QUIT: + pygame.quit() + sys.exit(0) + + # For Each Car Get The Acton It Takes + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if choice == 0: + car.angle += 10 # Left + elif choice == 1: + car.angle -= 10 # Right + elif choice == 2: + if car.speed - 2 >= 12: + car.speed -= 2 # Slow Down + else: + car.speed += 2 # Speed Up + + # Check If Car Is Still Alive + # Increase Fitness If Yes And Break Loop If Not + still_alive = 0 + for i, car in enumerate(cars): + if car.is_alive(): + still_alive += 1 + car.update(game_map) + genomes[i][1].fitness += car.get_reward() + + if still_alive == 0: + break + + counter += 1 + if counter == fps * 20: # Stop After About 20 Seconds + break + + # Draw Map And All Cars That Are Alive + screen.blit(game_map, (0, 0)) + for car in cars: + if car.is_alive(): + car.draw(screen) + + # Display Info + text = generation_font.render("Generation: " + str(current_generation), True, (0, 0, 0)) + text_rect = text.get_rect() + text_rect.center = (900, 450) + screen.blit(text, text_rect) + + text = alive_font.render("Still Alive: " + str(still_alive), True, (0, 0, 0)) + text_rect = text.get_rect() + text_rect.center = (900, 490) + screen.blit(text, text_rect) + + pygame.display.flip() + clock.tick(fps) # 60 FPS + + +if __name__ == "__main__": + # play(f'./models/{SAVE}.pkl') + play(["Bence.pkl", "Zsombor.pkl", "Anna.pkl"]) + + # Load Config + max_gen = 200 + config_path = "./config.txt" + config = neat.config.Config(neat.DefaultGenome, + neat.DefaultReproduction, + neat.DefaultSpeciesSet, + neat.DefaultStagnation, + config_path) + + # Create Population + population = neat.Population(config) + + # Load From Checkpoint + # population = neat.Checkpointer.restore_checkpoint("neat-checkpoint-199") + + # Add Reporters + population.add_reporter(neat.StdOutReporter(True)) + stats = neat.StatisticsReporter() + population.add_reporter(stats) + population.add_reporter(neat.Checkpointer(max_gen, None)) + + # Run Simulation For A Maximum of 1000 Generations + winner = population.run(run_simulation, max_gen) + + # Save Winner + pickle.dump(winner, open(f'./models/{SAVE}.pkl', 'wb')) diff --git a/newcar_base.py b/newcar_base.py new file mode 100644 index 0000000..04a2da2 --- /dev/null +++ b/newcar_base.py @@ -0,0 +1,218 @@ +# Car Racing AI + +import math +import sys + +import neat +import pickle +import pygame + +pygame.init() + +# Constants +# WIDTH = 1600 +# HEIGHT = 880 + +WIDTH = 1920 +HEIGHT = 1080 + +CAR_SIZE_X = 60 +CAR_SIZE_Y = 60 + +MAP = "map3" +SAVE = "from_map3" + +BORDER_COLOR = (255, 255, 255, 255) # Color To Crash on Hit + +current_generation = 0 # Generation counter + + +class Car: + + def __init__(self, name=""): + # Load Car Sprite and Rotate + self.sprite = pygame.image.load('car.png').convert() # Convert Speeds Up A Lot + self.sprite = pygame.transform.scale(self.sprite, (CAR_SIZE_X, CAR_SIZE_Y)) + self.rotated_sprite = self.sprite + + # self.position = [690, 740] # Starting Position + self.position = [830, 920] # Starting Position + self.angle = 0 + self.speed = 0 + + self.speed_set = False # Flag For Default Speed Later on + + self.center = [self.position[0] + CAR_SIZE_X / 2, self.position[1] + CAR_SIZE_Y / 2] # Calculate Center + + self.radars = [] # List For Sensors / Radars + self.drawing_radars = [] # Radars To Be Drawn + + self.alive = True # Boolean To Check If Car is Crashed + + self.distance = 0 # Distance Driven + self.time = 0 # Time Passed + self.name = name + + def __str__(self): + if self.name != "": + return self.name + else: + return "No name given" + + def draw(self, screen, sensor = False): + screen.blit(self.rotated_sprite, self.position) # Draw Sprite + if sensor: + self.draw_radar(screen) # OPTIONAL FOR SENSORS + + def draw_radar(self, screen): + # Optionally Draw All Sensors / Radars + for radar in self.radars: + position = radar[0] + pygame.draw.line(screen, (0, 255, 0), self.center, position, 1) + pygame.draw.circle(screen, (0, 255, 0), position, 5) + + def check_collision(self, game_map): + self.alive = True + for point in self.corners: + # If Any Corner Touches Border Color -> Crash + # Assumes Rectangle + if game_map.get_at((int(point[0]), int(point[1]))) == BORDER_COLOR: + self.alive = False + break + + def check_radar(self, degree, game_map): + length = 0 + x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) + y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) + + # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further + while not game_map.get_at((x, y)) == BORDER_COLOR and length < 300: + length = length + 1 + x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) + y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) + + # Calculate Distance To Border And Append To Radars List + dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) + self.radars.append([(x, y), dist]) + + def update(self, game_map): + # Set The Speed To 20 For The First Time + # Only When Having 4 Output Nodes With Speed Up and Down + if not self.speed_set: + self.speed = 5 + self.speed_set = True + + # Get Rotated Sprite And Move Into The Right X-Direction + # Don't Let The Car Go Closer Than 20px To The Edge + self.rotated_sprite = self.rotate_center(self.sprite, self.angle) + self.position[0] += math.cos(math.radians(360 - self.angle)) * self.speed + self.position[0] = max(self.position[0], 20) + self.position[0] = min(self.position[0], WIDTH - 120) + + # Increase Distance and Time + self.distance += self.speed + self.time += 1 + + # Same For Y-Position + self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed + self.position[1] = max(self.position[1], 20) + self.position[1] = min(self.position[1], WIDTH - 120) + + # Calculate New Center + self.center = [int(self.position[0]) + CAR_SIZE_X / 2, int(self.position[1]) + CAR_SIZE_Y / 2] + + # Calculate Four Corners + # Length Is Half The Side + length = 0.5 * CAR_SIZE_X + left_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 30))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 30))) * length] + right_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 150))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 150))) * length] + left_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 210))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 210))) * length] + right_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 330))) * length, + self.center[1] + math.sin(math.radians(360 - (self.angle + 330))) * length] + self.corners = [left_top, right_top, left_bottom, right_bottom] + + # Check Collisions And Clear Radars + self.check_collision(game_map) + self.radars.clear() + + # From -90 To 120 With Step-Size 45 Check Radar + for d in range(-90, 120, 45): + self.check_radar(d, game_map) + + def get_data(self): + pass + + def is_alive(self): + pass + + def get_reward(self): + pass + + def rotate_center(self, image, angle): + # Rotate The Rectangle + rectangle = image.get_rect() + rotated_image = pygame.transform.rotate(image, angle) + rotated_rectangle = rectangle.copy() + rotated_rectangle.center = rotated_image.get_rect().center + rotated_image = rotated_image.subsurface(rotated_rectangle).copy() + return rotated_image + + +# human player +def play(): + # Human player + + # Initialize The Display + screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) + fps = 60 + + # Clock Settings + # Font Settings & Loading Map + clock = pygame.time.Clock() + game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot + + car = Car() + + run = True + while run: + # Exit On Quit Event + for event in pygame.event.get(): + if event.type == pygame.QUIT: + run = False + break + + if event.type == pygame.KEYDOWN: + if event.key == pygame.K_LEFT: + car.angle += 10 # Left + elif event.key == pygame.K_RIGHT: + car.angle -= 10 # Right + elif event.key == pygame.K_UP: + car.speed += 2 # Speed Up + elif event.key == pygame.K_DOWN: + if car.speed - 2 >= 12: + car.speed -= 2 # Slow Down + + screen.blit(game_map, (0, 0)) + + if car.is_alive(): + car.update(game_map) + car.draw(screen) + else: + car = Car() + + pygame.display.flip() + clock.tick(fps) # 60 FPS + + pygame.quit() + sys.exit() + + +def run_simulation(genomes, config): + pass + + +if __name__ == "__main__": + pass From be32799426ca7e205833df140bd38cb7b025e2ab Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Mon, 18 Jul 2022 08:38:26 -0400 Subject: [PATCH 19/27] Add files via upload --- newcar.py | 18 +++++++++--------- run.cmd | 1 + 2 files changed, 10 insertions(+), 9 deletions(-) create mode 100644 run.cmd diff --git a/newcar.py b/newcar.py index c4b126f..86d6ee4 100644 --- a/newcar.py +++ b/newcar.py @@ -256,7 +256,7 @@ def play(player=None): run = False break - for i, car in enumerate(cars): + for i, car in enumerate(cars): output = nets[i].activate(car.get_data()) choice = output.index(max(output)) if choice == 0: @@ -923,15 +923,15 @@ def play(player=None): car.speed += 200 - screen.blit(game_map, (0, 0)) + screen.blit(game_map, (0, 0)) - still_alive = 0 - for i, car in enumerate(cars): - if car.is_alive(): - still_alive += 1 - car.update(game_map) - car.draw(screen) - rewards[i] += car.get_reward() + still_alive = 0 + for i, car in enumerate(cars): + if car.is_alive(): + still_alive += 1 + car.update(game_map) + car.draw(screen) + rewards[i] += car.get_reward() if still_alive == 0: run = False diff --git a/run.cmd b/run.cmd new file mode 100644 index 0000000..28a7807 --- /dev/null +++ b/run.cmd @@ -0,0 +1 @@ +python newcar.py \ No newline at end of file From d684ed713ac65c237ef5bb509babfd74f56e9867 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 21 Jul 2022 09:16:54 -0400 Subject: [PATCH 20/27] Delete maps directory --- maps/map1.png | Bin 167556 -> 0 bytes maps/map2.png | Bin 167556 -> 0 bytes maps/map3.png | Bin 112252 -> 0 bytes maps/map4.png | Bin 35625 -> 0 bytes maps/map5.png | Bin 38300 -> 0 bytes 5 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 maps/map1.png delete 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00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 21 Jul 2022 09:17:12 -0400 Subject: [PATCH 22/27] Delete run.cmd --- run.cmd | 1 - 1 file changed, 1 deletion(-) delete mode 100644 run.cmd diff --git a/run.cmd b/run.cmd deleted file mode 100644 index 28a7807..0000000 --- a/run.cmd +++ /dev/null @@ -1 +0,0 @@ -python newcar.py \ No newline at end of file From 601e730ec0da451ce8d03006d5b7e0c039a79e27 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 21 Jul 2022 09:17:18 -0400 Subject: [PATCH 23/27] Delete newcar_base.py --- newcar_base.py | 218 ------------------------------------------------- 1 file changed, 218 deletions(-) delete mode 100644 newcar_base.py diff --git a/newcar_base.py b/newcar_base.py deleted file mode 100644 index 04a2da2..0000000 --- a/newcar_base.py +++ /dev/null @@ -1,218 +0,0 @@ -# Car Racing AI - -import math -import sys - -import neat -import pickle -import pygame - -pygame.init() - -# Constants -# WIDTH = 1600 -# HEIGHT = 880 - -WIDTH = 1920 -HEIGHT = 1080 - -CAR_SIZE_X = 60 -CAR_SIZE_Y = 60 - -MAP = "map3" -SAVE = "from_map3" - -BORDER_COLOR = (255, 255, 255, 255) # Color To Crash on Hit - -current_generation = 0 # Generation counter - - -class Car: - - def __init__(self, name=""): - # Load Car Sprite and Rotate - self.sprite = pygame.image.load('car.png').convert() # Convert Speeds Up A Lot - self.sprite = pygame.transform.scale(self.sprite, (CAR_SIZE_X, CAR_SIZE_Y)) - self.rotated_sprite = self.sprite - - # self.position = [690, 740] # Starting Position - self.position = [830, 920] # Starting Position - self.angle = 0 - self.speed = 0 - - self.speed_set = False # Flag For Default Speed Later on - - self.center = [self.position[0] + CAR_SIZE_X / 2, self.position[1] + CAR_SIZE_Y / 2] # Calculate Center - - self.radars = [] # List For Sensors / Radars - self.drawing_radars = [] # Radars To Be Drawn - - self.alive = True # Boolean To Check If Car is Crashed - - self.distance = 0 # Distance Driven - self.time = 0 # Time Passed - self.name = name - - def __str__(self): - if self.name != "": - return self.name - else: - return "No name given" - - def draw(self, screen, sensor = False): - screen.blit(self.rotated_sprite, self.position) # Draw Sprite - if sensor: - self.draw_radar(screen) # OPTIONAL FOR SENSORS - - def draw_radar(self, screen): - # Optionally Draw All Sensors / Radars - for radar in self.radars: - position = radar[0] - pygame.draw.line(screen, (0, 255, 0), self.center, position, 1) - pygame.draw.circle(screen, (0, 255, 0), position, 5) - - def check_collision(self, game_map): - self.alive = True - for point in self.corners: - # If Any Corner Touches Border Color -> Crash - # Assumes Rectangle - if game_map.get_at((int(point[0]), int(point[1]))) == BORDER_COLOR: - self.alive = False - break - - def check_radar(self, degree, game_map): - length = 0 - x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) - y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) - - # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further - while not game_map.get_at((x, y)) == BORDER_COLOR and length < 300: - length = length + 1 - x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) - y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) - - # Calculate Distance To Border And Append To Radars List - dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) - self.radars.append([(x, y), dist]) - - def update(self, game_map): - # Set The Speed To 20 For The First Time - # Only When Having 4 Output Nodes With Speed Up and Down - if not self.speed_set: - self.speed = 5 - self.speed_set = True - - # Get Rotated Sprite And Move Into The Right X-Direction - # Don't Let The Car Go Closer Than 20px To The Edge - self.rotated_sprite = self.rotate_center(self.sprite, self.angle) - self.position[0] += math.cos(math.radians(360 - self.angle)) * self.speed - self.position[0] = max(self.position[0], 20) - self.position[0] = min(self.position[0], WIDTH - 120) - - # Increase Distance and Time - self.distance += self.speed - self.time += 1 - - # Same For Y-Position - self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed - self.position[1] = max(self.position[1], 20) - self.position[1] = min(self.position[1], WIDTH - 120) - - # Calculate New Center - self.center = [int(self.position[0]) + CAR_SIZE_X / 2, int(self.position[1]) + CAR_SIZE_Y / 2] - - # Calculate Four Corners - # Length Is Half The Side - length = 0.5 * CAR_SIZE_X - left_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 30))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 30))) * length] - right_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 150))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 150))) * length] - left_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 210))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 210))) * length] - right_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 330))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 330))) * length] - self.corners = [left_top, right_top, left_bottom, right_bottom] - - # Check Collisions And Clear Radars - self.check_collision(game_map) - self.radars.clear() - - # From -90 To 120 With Step-Size 45 Check Radar - for d in range(-90, 120, 45): - self.check_radar(d, game_map) - - def get_data(self): - pass - - def is_alive(self): - pass - - def get_reward(self): - pass - - def rotate_center(self, image, angle): - # Rotate The Rectangle - rectangle = image.get_rect() - rotated_image = pygame.transform.rotate(image, angle) - rotated_rectangle = rectangle.copy() - rotated_rectangle.center = rotated_image.get_rect().center - rotated_image = rotated_image.subsurface(rotated_rectangle).copy() - return rotated_image - - -# human player -def play(): - # Human player - - # Initialize The Display - screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) - fps = 60 - - # Clock Settings - # Font Settings & Loading Map - clock = pygame.time.Clock() - game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot - - car = Car() - - run = True - while run: - # Exit On Quit Event - for event in pygame.event.get(): - if event.type == pygame.QUIT: - run = False - break - - if event.type == pygame.KEYDOWN: - if event.key == pygame.K_LEFT: - car.angle += 10 # Left - elif event.key == pygame.K_RIGHT: - car.angle -= 10 # Right - elif event.key == pygame.K_UP: - car.speed += 2 # Speed Up - elif event.key == pygame.K_DOWN: - if car.speed - 2 >= 12: - car.speed -= 2 # Slow Down - - screen.blit(game_map, (0, 0)) - - if car.is_alive(): - car.update(game_map) - car.draw(screen) - else: - car = Car() - - pygame.display.flip() - clock.tick(fps) # 60 FPS - - pygame.quit() - sys.exit() - - -def run_simulation(genomes, config): - pass - - -if __name__ == "__main__": - pass From 4e2c149a2aa3fe7ad42665a7ae18a8d803a7b05d Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 21 Jul 2022 09:17:25 -0400 Subject: [PATCH 24/27] Delete newcar.py --- newcar.py | 1078 ----------------------------------------------------- 1 file changed, 1078 deletions(-) delete mode 100644 newcar.py diff --git a/newcar.py b/newcar.py deleted file mode 100644 index 86d6ee4..0000000 --- a/newcar.py +++ /dev/null @@ -1,1078 +0,0 @@ -# This Code is Heavily Inspired By The YouTuber: Cheesy AI -# Code Changed, Optimized And Commented By: NeuralNine (Florian Dedov) - -import math -import sys - -import neat -import pickle -import pygame - -pygame.init() -# Constants -# WIDTH = 3243 -# HEIGHT = 1824 - -WIDTH = 3243 -HEIGHT = 1824 - -CAR_SIZE_X = 60 -CAR_SIZE_Y = 60 - -MAP = "map3" -SAVE = "from_map3" -maxspeedp = 120 - -BORDER_COLOR = (255, 255, 255, 255) # Color To Crash on Hit - -current_generation = 0 # Generation counter - - -class Car: - - def __init__(self, name=""): - # Load Car Sprite and Rotate - self.sprite = pygame.image.load('car.png').convert() # Convert Speeds Up A Lot - self.sprite = pygame.transform.scale(self.sprite, (CAR_SIZE_X, CAR_SIZE_Y)) - self.rotated_sprite = self.sprite - - # self.position = [690, 740] # Starting Position - self.position = [830, 920] # Starting Position - self.angle = 0 - self.speed = 0 - - self.speed_set = False # Flag For Default Speed Later on - - self.center = [self.position[0] + CAR_SIZE_X / 2, self.position[1] + CAR_SIZE_Y / 2] # Calculate Center - - self.radars = [] # List For Sensors / Radars - self.drawing_radars = [] # Radars To Be Drawn - - self.alive = True # Boolean To Check If Car is Crashed - - self.distance = 0 # Distance Driven - self.time = 0 # Time Passed - self.name = name - - def __str__(self): - if self.name != "": - return self.name - else: - return "No name given" - - def draw(self, screen, sensor = False): - screen.blit(self.rotated_sprite, self.position) # Draw Sprite - if sensor: - self.draw_radar(screen) # OPTIONAL FOR SENSORS - - def draw_radar(self, screen): - # Optionally Draw All Sensors / Radars - for radar in self.radars: - position = radar[0] - pygame.draw.line(screen, (0, 255, 0), self.center, position, 1) - pygame.draw.circle(screen, (0, 255, 0), position, 5) - - def check_collision(self, game_map): - self.alive = True - for point in self.corners: - # If Any Corner Touches Border Color -> Crash - # Assumes Rectangle - if game_map.get_at((int(point[0]), int(point[1]))) == BORDER_COLOR: - self.alive = False - break - - def check_radar(self, degree, game_map): - length = 0 - x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) - y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) - - # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further - while not game_map.get_at((x, y)) == BORDER_COLOR and length < 300: - length = length + 1 - x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) - y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) - - # Calculate Distance To Border And Append To Radars List - dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) - self.radars.append([(x, y), dist]) - - def update(self, game_map): - # Set The Speed To 20 For The First Time - # Only When Having 4 Output Nodes With Speed Up and Down - if not self.speed_set: - self.speed = 5 - self.speed_set = True - - # Get Rotated Sprite And Move Into The Right X-Direction - # Don't Let The Car Go Closer Than 20px To The Edge - self.rotated_sprite = self.rotate_center(self.sprite, self.angle) - self.position[0] += math.cos(math.radians(360 - self.angle)) * self.speed - self.position[0] = max(self.position[0], 20) - self.position[0] = min(self.position[0], WIDTH - 120) - - # Increase Distance and Time - self.distance += self.speed - self.time += 1 - - # Same For Y-Position - self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed - self.position[1] = max(self.position[1], 20) - self.position[1] = min(self.position[1], WIDTH - 120) - - # Calculate New Center - self.center = [int(self.position[0]) + CAR_SIZE_X / 2, int(self.position[1]) + CAR_SIZE_Y / 2] - - # Calculate Four Corners - # Length Is Half The Side - length = 0.5 * CAR_SIZE_X - left_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 30))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 30))) * length] - right_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 150))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 150))) * length] - left_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 210))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 210))) * length] - right_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 330))) * length, - self.center[1] + math.sin(math.radians(360 - (self.angle + 330))) * length] - self.corners = [left_top, right_top, left_bottom, right_bottom] - - # Check Collisions And Clear Radars - self.check_collision(game_map) - self.radars.clear() - - # From -90 To 120 With Step-Size 45 Check Radar - for d in range(-90, 120, 45): - self.check_radar(d, game_map) - - def get_data(self): - # Get Distances To Border - radars = self.radars - return_values = [0, 0, 0, 0, 0] - for i, radar in enumerate(radars): - return_values[i] = int(radar[1] / 30) - - return return_values - - def is_alive(self): - # Basic Alive Function - return self.alive - - def get_reward(self): - return self.distance / (CAR_SIZE_X / 2) / self.time - - def rotate_center(self, image, angle): - # Rotate The Rectangle - rectangle = image.get_rect() - rotated_image = pygame.transform.rotate(image, angle) - rotated_rectangle = rectangle.copy() - rotated_rectangle.center = rotated_image.get_rect().center - rotated_image = rotated_image.subsurface(rotated_rectangle).copy() - return rotated_image - - -# if player is None human plays it -# a series of AIs play it on the same map -def play(player=None): - if player is None: - # Human player - - # Initialize The Display - screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) - fps = 60 - - # Clock Settings - # Font Settings & Loading Map - clock = pygame.time.Clock() - game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot - - car = Car() - - run = True - while run: - # Exit On Quit Event - for event in pygame.event.get(): - if event.type == pygame.QUIT: - run = False - break - - if event.type == pygame.KEYDOWN: - if event.key == pygame.K_LEFT: - car.angle += 10 # Left - elif event.key == pygame.K_RIGHT: - car.angle -= 10 # Right - elif event.key == pygame.K_UP: - car.speed += 2 # Speed Up - elif event.key == pygame.K_DOWN: - if car.speed - 2 >= 12: - car.speed -= 2 # Slow Down - - screen.blit(game_map, (0, 0)) - - if car.is_alive(): - car.update(game_map) - car.draw(screen) - else: - car = Car() - - pygame.display.flip() - clock.tick(fps) # 60 FPS - - pygame.quit() - sys.exit() - else: - # AI players - - # Initialize The Display - screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) - fps = 60 - - config_path = "./config.txt" - config = neat.config.Config(neat.DefaultGenome, - neat.DefaultReproduction, - neat.DefaultSpeciesSet, - neat.DefaultStagnation, - config_path) - cars = [] - nets = [] - rewards = [] - - for w in player: - g = pickle.load(open(f"./models/{w}", 'rb')) - net = neat.nn.FeedForwardNetwork.create(g, config) - nets.append(net) - - cars.append(Car(w.split('.')[0])) - rewards.append(0) - - # Clock Settings - # Font Settings & Loading Map - clock = pygame.time.Clock() - game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot - - run = True - while run: - # Exit On Quit Event - for event in pygame.event.get(): - if event.type == pygame.QUIT: - run = False - break - - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if choice == 0: - car.angle += 10 - if choice == 1: - car.angle -= 0 # Left - if choice == 2: - car.angle -= 10 # Left - if choice == 3: - if car.speed >= 1: - car.speed += 1 - else: - car.speed -= 1# Slow Down - if choice == 4: - car.speed += 1 # Speed Up - if choice == 5: - list4 = [5,5] - car.angle -= random.choice(list4) # Left - if choice == 6: - car.angle += 0 # Left - if choice == 7: - car.angle -= 0 - if choice == 8: - car.angle -= 1 - if choice == 9: - car.angle -= 2 - if choice == 10: - car.angle -= 3 - if choice == 11: - car.angle -= 4 - if choice == 12: - car.angle -= 5 - if choice == 13: - car.angle -= 6 - if choice == 14: - car.angle -= 7 - if choice == 15: - car.angle -= 8 - if choice == 16: - car.angle -= 9 - if choice == 17: - car.angle -= 10 - if choice == 18: - car.angle -= 11 - if choice == 19: - car.angle -= 12 - if choice == 20: - car.angle -= 13 - if choice == 21: - car.angle -= 14 - if choice == 22: - car.angle -= 15 - if choice == 23: - car.angle -= 16 - if choice == 24: - car.angle -= 17 - if choice == 25: - car.angle -= 18 - if choice == 26: - car.angle -= 19 - if choice == 27: - car.angle -= 20 - if choice == 28: - car.angle -= 21 - if choice == 29: - car.angle -= 22 - if choice == 30: - car.angle -= 23 - if choice == 31: - car.angle -= 24 - if choice == 32: - car.angle -= 25 - if choice == 33: - car.angle -= 26 - if choice == 34: - car.angle -= 27 - if choice == 35: - car.angle -= 28 - if choice == 36: - car.angle -= 29 - if choice == 37: - car.angle -= 30 - if choice == 38: - car.angle += 0 - if choice == 39: - car.angle += 1 - if choice == 40: - car.angle += 2 - if choice == 41: - car.angle += 3 - if choice == 42: - car.angle += 4 - if choice == 43: - car.angle += 5 - if choice == 44: - car.angle += 6 - if choice == 45: - car.angle += 7 - if choice == 46: - car.angle += 8 - if choice == 47: - car.angle += 9 - if choice == 48: - car.angle += 10 - if choice == 49: - car.angle += 11 - if choice == 50: - car.angle += 12 - if choice == 51: - car.angle += 13 - if choice == 52: - car.angle += 14 - if choice == 53: - car.angle += 15 - if choice == 54: - car.angle += 16 - if choice == 55: - car.angle += 17 - if choice == 56: - car.angle += 18 - if choice == 57: - car.angle += 19 - if choice == 58: - car.angle += 20 - if choice == 59: - car.angle += 21 - if choice == 60: - car.angle += 22 - if choice == 61: - car.angle += 23 - if choice == 62: - car.angle += 24 - if choice == 63: - car.angle += 25 - if choice == 64: - car.angle += 26 - if choice == 65: - car.angle += 27 - if choice == 66: - car.angle += 28 - if choice == 67: - car.angle += 29 - if choice == 68: - car.angle += 30 - if choice == 69: - car.speed -= 0 - if choice == 70: - car.speed -= 1 - if choice == 71: - car.speed -= 2 - if choice == 72: - car.speed -= 3 - if choice == 73: - car.speed -= 4 - if choice == 74: - car.speed -= 5 - if choice == 75: - car.speed -= 6 - if choice == 76: - car.speed -= 7 - if choice == 77: - car.speed -= 8 - if choice == 78: - car.speed -= 9 - if choice == 79: - car.speed -= 10 - if choice == 80: - car.speed -= 11 - if choice == 81: - car.speed -= 12 - if choice == 82: - car.speed -= 13 - if choice == 83: - car.speed -= 14 - if choice == 84: - car.speed -= 15 - if choice == 85: - car.speed -= 16 - if choice == 86: - car.speed -= 17 - if choice == 87: - car.speed -= 18 - if choice == 88: - car.speed -= 19 - if choice == 89: - car.speed -= 20 - if choice == 90: - car.speed -= 21 - if choice == 91: - car.speed -= 22 - if choice == 92: - car.speed -= 23 - if choice == 93: - car.speed -= 24 - if choice == 94: - car.speed -= 25 - if choice == 95: - car.speed -= 26 - if choice == 96: - car.speed -= 27 - if choice == 97: - car.speed -= 28 - if choice == 98: - car.speed -= 29 - if choice == 99: - car.speed -= 30 - if choice == 100: - car.speed -= 31 - if choice == 101: - car.speed -= 32 - if choice == 102: - car.speed -= 33 - if choice == 103: - car.speed -= 34 - if choice == 104: - car.speed -= 35 - if choice == 105: - car.speed -= 36 - if choice == 106: - car.speed -= 37 - if choice == 107: - car.speed -= 38 - if choice == 108: - car.speed -= 39 - if choice == 109: - car.speed -= 40 - if choice == 110: - car.speed -= 41 - if choice == 111: - car.speed -= 42 - if choice == 112: - car.speed -= 43 - if choice == 113: - car.speed -= 44 - if choice == 114: - car.speed -= 45 - if choice == 115: - car.speed -= 46 - if choice == 116: - car.speed -= 47 - if choice == 117: - car.speed -= 48 - if choice == 118: - car.speed -= 49 - if choice == 119: - car.speed -= 50 - if choice == 120: - car.speed -= 51 - if choice == 121: - car.speed -= 52 - if choice == 122: - car.speed -= 53 - if choice == 123: - car.speed -= 54 - if choice == 124: - car.speed -= 55 - if choice == 125: - car.speed -= 56 - if choice == 126: - car.speed -= 57 - if choice == 127: - car.speed += 0 - if choice == 128: - car.speed += 1 - if choice == 129: - car.speed += 2 - if choice == 130: - car.speed += 3 - if choice == 131: - car.speed += 4 - if choice == 132: - car.speed += 5 - if choice == 133: - car.speed += 6 - if choice == 134: - car.speed += 7 - if choice == 135: - car.speed += 8 - if choice == 136: - car.speed += 9 - if choice == 137: - car.speed += 10 - if choice == 138: - car.speed += 11 - if choice == 139: - car.speed += 12 - if choice == 140: - car.speed += 13 - if choice == 141: - car.speed += 14 - if choice == 142: - car.speed += 15 - if choice == 143: - car.speed += 16 - if choice == 144: - car.speed += 17 - if choice == 145: - car.speed += 18 - if choice == 146: - car.speed += 19 - if choice == 147: - car.speed += 20 - if choice == 148: - car.speed += 21 - if choice == 149: - car.speed += 22 - if choice == 150: - car.speed += 23 - if choice == 151: - car.speed += 24 - if choice == 152: - car.speed += 25 - if choice == 153: - car.speed += 26 - if choice == 154: - car.speed += 27 - if choice == 155: - car.speed += 28 - if choice == 156: - car.speed += 29 - if choice == 157: - car.speed += 30 - if choice == 158: - car.speed += 31 - if choice == 159: - car.speed += 32 - if choice == 160: - car.speed += 33 - if choice == 161: - car.speed += 34 - if choice == 162: - car.speed += 35 - if choice == 163: - car.speed += 36 - if choice == 164: - car.speed += 37 - if choice == 165: - car.speed += 38 - if choice == 166: - car.speed += 39 - if choice == 167: - car.speed += 40 - if choice == 168: - car.speed += 41 - if choice == 169: - car.speed += 42 - if choice == 170: - car.speed += 43 - if choice == 171: - car.speed += 44 - if choice == 172: - car.speed += 45 - if choice == 173: - car.speed += 46 - if choice == 174: - car.speed += 47 - if choice == 175: - car.speed += 48 - if choice == 176: - car.speed += 49 - if choice == 177: - car.speed += 50 - if choice == 178: - car.speed += 51 - if choice == 179: - car.speed += 52 - if choice == 180: - car.speed += 53 - if choice == 181: - car.speed += 54 - if choice == 182: - car.speed += 55 - if choice == 183: - car.speed += 56 - if choice == 184: - car.speed += 57 - if choice == 185: - car.speed += 58 - if choice == 186: - car.speed += 59 - if choice == 187: - car.speed += 60 - if choice == 188: - car.speed += 61 - if choice == 189: - car.speed += 62 - if choice == 190: - car.speed += 63 - if choice == 191: - car.speed += 64 - if choice == 192: - car.speed += 65 - if choice == 193: - car.speed += 66 - if choice == 194: - car.speed += 67 - if choice == 195: - car.speed += 68 - if choice == 196: - car.speed += 69 - if choice == 197: - car.speed += 70 - if choice == 198: - car.speed += 71 - if choice == 199: - car.speed += 72 - if choice == 200: - car.speed += 73 - if choice == 201: - car.speed += 74 - if choice == 202: - car.speed += 75 - if choice == 203: - car.speed += 76 - if choice == 204: - car.speed += 77 - if choice == 205: - car.speed += 78 - if choice == 206: - car.speed += 79 - if choice == 207: - car.speed += 80 - if choice == 208: - car.speed += 81 - if choice == 209: - car.speed += 82 - if choice == 210: - car.speed += 83 - if choice == 211: - car.speed += 84 - if choice == 212: - car.speed += 85 - if choice == 213: - car.speed += 86 - if choice == 214: - car.speed += 87 - if choice == 215: - car.speed += 88 - if choice == 216: - car.speed += 89 - if choice == 217: - car.speed += 90 - if choice == 218: - car.speed += 91 - if choice == 219: - car.speed += 92 - if choice == 220: - car.speed += 93 - if choice == 221: - car.speed += 94 - if choice == 222: - car.speed += 95 - if choice == 223: - car.speed += 96 - if choice == 224: - car.speed += 97 - if choice == 225: - car.speed += 98 - if choice == 226: - car.speed += 99 - if choice == 227: - car.speed += 100 - if choice == 228: - car.speed += 101 - if choice == 229: - car.speed += 102 - if choice == 230: - car.speed += 103 - if choice == 231: - car.speed += 104 - if choice == 232: - car.speed += 105 - if choice == 233: - car.speed += 106 - if choice == 234: - car.speed += 107 - if choice == 235: - car.speed += 108 - if choice == 236: - car.speed += 109 - if choice == 237: - car.speed += 110 - if choice == 238: - car.speed += 111 - if choice == 239: - car.speed += 112 - if choice == 240: - car.speed += 113 - if choice == 241: - car.speed += 114 - if choice == 242: - car.speed += 115 - if choice == 243: - car.speed += 116 - if choice == 244: - car.speed += 117 - if choice == 245: - car.speed += 118 - if choice == 246: - car.speed += 119 - if choice == 247: - car.speed += 120 - if choice == 248: - car.speed += 121 - if choice == 249: - car.speed += 122 - if choice == 250: - car.speed += 123 - if choice == 251: - car.speed += 124 - if choice == 252: - car.speed += 125 - if choice == 253: - car.speed += 126 - if choice == 254: - car.speed += 127 - if choice == 255: - car.speed += 128 - if choice == 256: - car.speed += 129 - if choice == 257: - car.speed += 130 - if choice == 258: - car.speed += 131 - if choice == 259: - car.speed += 132 - if choice == 260: - car.speed += 133 - if choice == 261: - car.speed += 134 - if choice == 262: - car.speed += 135 - if choice == 263: - car.speed += 136 - if choice == 264: - car.speed += 137 - if choice == 265: - car.speed += 138 - if choice == 266: - car.speed += 139 - if choice == 267: - car.speed += 140 - if choice == 268: - car.speed += 141 - if choice == 269: - car.speed += 142 - if choice == 270: - car.speed += 143 - if choice == 271: - car.speed += 144 - if choice == 272: - car.speed += 145 - if choice == 273: - car.speed += 146 - if choice == 274: - car.speed += 147 - if choice == 275: - car.speed += 148 - if choice == 276: - car.speed += 149 - if choice == 277: - car.speed += 150 - if choice == 278: - car.speed += 151 - if choice == 279: - car.speed += 152 - if choice == 280: - car.speed += 153 - if choice == 281: - car.speed += 154 - if choice == 282: - car.speed += 155 - if choice == 283: - car.speed += 156 - if choice == 284: - car.speed += 157 - if choice == 285: - car.speed += 158 - if choice == 286: - car.speed += 159 - if choice == 287: - car.speed += 160 - if choice == 288: - car.speed += 161 - if choice == 289: - car.speed += 162 - if choice == 290: - car.speed += 163 - if choice == 291: - car.speed += 164 - if choice == 292: - car.speed += 165 - if choice == 293: - car.speed += 166 - if choice == 294: - car.speed += 167 - if choice == 295: - car.speed += 168 - if choice == 296: - car.speed += 169 - if choice == 297: - car.speed += 170 - if choice == 298: - car.speed += 171 - if choice == 299: - car.speed += 172 - if choice == 300: - car.speed += 173 - if choice == 301: - car.speed += 174 - if choice == 302: - car.speed += 175 - if choice == 303: - car.speed += 176 - if choice == 304: - car.speed += 177 - if choice == 305: - car.speed += 178 - if choice == 306: - car.speed += 179 - if choice == 307: - car.speed += 180 - if choice == 308: - car.speed += 181 - if choice == 309: - car.speed += 182 - if choice == 310: - car.speed += 183 - if choice == 311: - car.speed += 184 - if choice == 312: - car.speed += 185 - if choice == 313: - car.speed += 186 - if choice == 314: - car.speed += 187 - if choice == 315: - car.speed += 188 - if choice == 316: - car.speed += 189 - if choice == 317: - car.speed += 190 - if choice == 318: - car.speed += 191 - if choice == 319: - car.speed += 192 - if choice == 320: - car.speed += 193 - if choice == 321: - car.speed += 194 - if choice == 322: - car.speed += 195 - if choice == 323: - car.speed += 196 - if choice == 324: - car.speed += 197 - if choice == 325: - car.speed += 198 - if choice == 326: - car.speed += 199 - if choice == 327: - car.speed += 200 - if car.speed <= -39: - car.speed += 200 - - - screen.blit(game_map, (0, 0)) - - still_alive = 0 - for i, car in enumerate(cars): - if car.is_alive(): - still_alive += 1 - car.update(game_map) - car.draw(screen) - rewards[i] += car.get_reward() - - if still_alive == 0: - run = False - - alive_font = pygame.font.SysFont("Arial", 20) - text = alive_font.render("Still Alive: " + str(still_alive), True, (0, 0, 0)) - text_rect = text.get_rect() - text_rect.center = (900, 490) - screen.blit(text, text_rect) - - pygame.display.flip() - clock.tick(fps) # 60 FPS - - # show leaderboard - leaderboard = [] - for i, car in enumerate(cars): - leaderboard.append([car, rewards[i]]) - - for i, r in enumerate(sorted(leaderboard, key=lambda x: x[1], reverse=True)): - print(f"{i+1}. {r[0]} Score: {int(r[1])}m") - - # exit - pygame.quit() - sys.exit() - - -def run_simulation(genomes, config): - # Empty Collections For Nets and Cars - nets = [] - cars = [] - - # Initialize The Display - screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) - - # For All Genomes Passed Create A New Neural Network - for i, g in genomes: - net = neat.nn.FeedForwardNetwork.create(g, config) - nets.append(net) - g.fitness = 0 - - cars.append(Car()) - - # Clock Settings - # Font Settings & Loading Map - clock = pygame.time.Clock() - generation_font = pygame.font.SysFont("Arial", 30) - alive_font = pygame.font.SysFont("Arial", 20) - game_map = pygame.image.load(f'./maps/{MAP}.png').convert() # Convert Speeds Up A Lot - - global current_generation - current_generation += 1 - - # Simple Counter To Roughly Limit Time (Not Good Practice) - counter = 0 - fps = 60 - - while True: - # Exit On Quit Event - for event in pygame.event.get(): - if event.type == pygame.QUIT: - pygame.quit() - sys.exit(0) - - # For Each Car Get The Acton It Takes - for i, car in enumerate(cars): - output = nets[i].activate(car.get_data()) - choice = output.index(max(output)) - if choice == 0: - car.angle += 10 # Left - elif choice == 1: - car.angle -= 10 # Right - elif choice == 2: - if car.speed - 2 >= 12: - car.speed -= 2 # Slow Down - else: - car.speed += 2 # Speed Up - - # Check If Car Is Still Alive - # Increase Fitness If Yes And Break Loop If Not - still_alive = 0 - for i, car in enumerate(cars): - if car.is_alive(): - still_alive += 1 - car.update(game_map) - genomes[i][1].fitness += car.get_reward() - - if still_alive == 0: - break - - counter += 1 - if counter == fps * 20: # Stop After About 20 Seconds - break - - # Draw Map And All Cars That Are Alive - screen.blit(game_map, (0, 0)) - for car in cars: - if car.is_alive(): - car.draw(screen) - - # Display Info - text = generation_font.render("Generation: " + str(current_generation), True, (0, 0, 0)) - text_rect = text.get_rect() - text_rect.center = (900, 450) - screen.blit(text, text_rect) - - text = alive_font.render("Still Alive: " + str(still_alive), True, (0, 0, 0)) - text_rect = text.get_rect() - text_rect.center = (900, 490) - screen.blit(text, text_rect) - - pygame.display.flip() - clock.tick(fps) # 60 FPS - - -if __name__ == "__main__": - # play(f'./models/{SAVE}.pkl') - play(["Bence.pkl", "Zsombor.pkl", "Anna.pkl"]) - - # Load Config - max_gen = 200 - config_path = "./config.txt" - config = neat.config.Config(neat.DefaultGenome, - neat.DefaultReproduction, - neat.DefaultSpeciesSet, - neat.DefaultStagnation, - config_path) - - # Create Population - population = neat.Population(config) - - # Load From Checkpoint - # population = neat.Checkpointer.restore_checkpoint("neat-checkpoint-199") - - # Add Reporters - population.add_reporter(neat.StdOutReporter(True)) - stats = neat.StatisticsReporter() - population.add_reporter(stats) - population.add_reporter(neat.Checkpointer(max_gen, None)) - - # Run Simulation For A Maximum of 1000 Generations - winner = population.run(run_simulation, max_gen) - - # Save Winner - pickle.dump(winner, open(f'./models/{SAVE}.pkl', 'wb')) From 4a57aea778607678039eb7ac9505f344b5c48817 Mon Sep 17 00:00:00 2001 From: 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zxPu5!pC$JHd8dTW{PV*t;2?p;?*LY;%msa&1+74cE?8gX5stg^kT5U_r(m6A2t)Oo zlW=D9)psD6kjVoD*6>T(%10NM76Dr+l1r4i}?(qB9Exx4XLauFke`p+M2rV zjqWlNgkqc6FPA$Cs9_A6a{jBc)SYOjMxPN!IO@>}$GMjr|K Crash + # Assumes Rectangle + if game_map.get_at((int(point[0]), int(point[1]))) == BORDER_COLOR: + self.alive = False + break + + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + hat = choice + + def check_radar(self, degree, game_map): + length = 0 + x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) + y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) + + # While We Don't Hit BORDER_COLOR AND length < 300 (just a max) -> go further and further + while not game_map.get_at((x, y)) == BORDER_COLOR and length < hat: + length = length + 1 + x = int(self.center[0] + math.cos(math.radians(360 - (self.angle + degree))) * length) + y = int(self.center[1] + math.sin(math.radians(360 - (self.angle + degree))) * length) + + # Calculate Distance To Border And Append To Radars List + dist = int(math.sqrt(math.pow(x - self.center[0], 2) + math.pow(y - self.center[1], 2))) + self.radars.append([(x, y), dist]) + + def update(self, game_map): + # Set The Speed To 20 For The First Time + # Only When Having 4 Output Nodes With Speed Up and Down + if not self.speed_set: + self.speed = 20 + self.speed_set = True + + # Get Rotated Sprite And Move Into The Right X-Direction + # Don't Let The Car Go Closer Than 20px To The Edge + self.rotated_sprite = self.rotate_center(self.sprite, self.angle) + self.position[0] += math.cos(math.radians(360 - self.angle)) * self.speed + self.position[0] = max(self.position[0], 20) + self.position[0] = min(self.position[0], WIDTH - 120) + + # Increase Distance and Time + self.distance += self.speed + self.time += 1 + + # Same For Y-Position + self.position[1] += math.sin(math.radians(360 - self.angle)) * self.speed + self.position[1] = max(self.position[1], 20) + self.position[1] = min(self.position[1], WIDTH - 120) + + # Calculate New Center + self.center = [int(self.position[0]) + CAR_SIZE_X / 2, int(self.position[1]) + CAR_SIZE_Y / 2] + + # Calculate Four Corners + # Length Is Half The Side + length = 0.5 * CAR_SIZE_X + left_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 30))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 30))) * length] + right_top = [self.center[0] + math.cos(math.radians(360 - (self.angle + 150))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 150))) * length] + left_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 210))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 210))) * length] + right_bottom = [self.center[0] + math.cos(math.radians(360 - (self.angle + 330))) * length, self.center[1] + math.sin(math.radians(360 - (self.angle + 330))) * length] + self.corners = [left_top, right_top, left_bottom, right_bottom] + + # Check Collisions And Clear Radars + self.check_collision(game_map) + self.radars.clear() + + # From -90 To 120 With Step-Size 45 Check Radar + for d in range(-90, 120, 45): + self.check_radar(d, game_map) + + def get_data(self): + # Get Distances To Border + radars = self.radars + return_values = [0, 0, 0, 0, 0] + for i, radar in enumerate(radars): + return_values[i] = int(radar[1] / 30) + + return return_values + + def is_alive(self): + # Basic Alive Function + return self.alive + + def get_reward(self): + # Calculate Reward (Maybe Change?) + # return self.distance / 50.0 + return self.distance / (CAR_SIZE_X / 2) + + def rotate_center(self, image, angle): + # Rotate The Rectangle + rectangle = image.get_rect() + rotated_image = pygame.transform.rotate(image, angle) + rotated_rectangle = rectangle.copy() + rotated_rectangle.center = rotated_image.get_rect().center + rotated_image = rotated_image.subsurface(rotated_rectangle).copy() + return rotated_image + + +def run_simulation(genomes, config): + + # Empty Collections For Nets and Cars + nets = [] + cars = [] + + # Initialize PyGame And The Display + pygame.init() + screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) + + # For All Genomes Passed Create A New Neural Network + for i, g in genomes: + net = neat.nn.FeedForwardNetwork.create(g, config) + nets.append(net) + g.fitness = 0 + + cars.append(Car()) + + # Clock Settings + # Font Settings & Loading Map + clock = pygame.time.Clock() + generation_font = pygame.font.SysFont("Arial", 30) + alive_font = pygame.font.SysFont("Arial", 20) + game_map = pygame.image.load('map2.png').convert() # Convert Speeds Up A Lot + + global current_generation + current_generation += 1 + + # Simple Counter To Roughly Limit Time (Not Good Practice) + counter = 0 + + while True: + # Exit On Quit Event + for event in pygame.event.get(): + if event.type == pygame.QUIT: + sys.exit(0) + + # For Each Car Get The Acton It Takes + for i, car in enumerate(cars): + output = nets[i].activate(car.get_data()) + choice = output.index(max(output)) + if choice == 0: + car.angle += 10 + if choice == 1: + car.angle -= 0 # Left + if choice == 2: + car.angle -= 10 # Left + if choice == 3: + if car.speed >= 1: + car.speed += 1 + else: + car.speed -= 1# Slow Down + if choice == 4: + car.speed += 1 # Speed Up + if choice == 5: + list4 = [5,5] + car.angle -= random.choice(list4) # Left + if choice == 6: + car.angle += 0 # Left + if choice == 7: + car.angle -= 0 + if choice == 8: + car.angle -= 1 + if choice == 9: + car.angle -= 2 + if choice == 10: + car.angle -= 3 + if choice == 11: + car.angle -= 4 + if choice == 12: + car.angle -= 5 + if choice == 13: + car.angle -= 6 + if choice == 14: + car.angle -= 7 + if choice == 15: + car.angle -= 8 + if choice == 16: + car.angle -= 9 + if choice == 17: + car.angle -= 10 + if choice == 18: + car.angle -= 11 + if choice == 19: + car.angle -= 12 + if choice == 20: + car.angle -= 13 + if choice == 21: + car.angle -= 14 + if choice == 22: + car.angle -= 15 + if choice == 23: + car.angle -= 16 + if choice == 24: + car.angle -= 17 + if choice == 25: + car.angle -= 18 + if choice == 26: + car.angle -= 19 + if choice == 27: + car.angle -= 20 + if choice == 28: + car.angle -= 21 + if choice == 29: + car.angle -= 22 + if choice == 30: + car.angle -= 23 + if choice == 31: + car.angle -= 24 + if choice == 32: + car.angle -= 25 + if choice == 33: + car.angle -= 26 + if choice == 34: + car.angle -= 27 + if choice == 35: + car.angle -= 28 + if choice == 36: + car.angle -= 29 + if choice == 37: + car.angle -= 30 + if choice == 38: + car.angle += 0 + if choice == 39: + car.angle += 1 + if choice == 40: + car.angle += 2 + if choice == 41: + car.angle += 3 + if choice == 42: + car.angle += 4 + if choice == 43: + car.angle += 5 + if choice == 44: + car.angle += 6 + if choice == 45: + car.angle += 7 + if choice == 46: + car.angle += 8 + if choice == 47: + car.angle += 9 + if choice == 48: + car.angle += 10 + if choice == 49: + car.angle += 11 + if choice == 50: + car.angle += 12 + if choice == 51: + car.angle += 13 + if choice == 52: + car.angle += 14 + if choice == 53: + car.angle += 15 + if choice == 54: + car.angle += 16 + if choice == 55: + car.angle += 17 + if choice == 56: + car.angle += 18 + if choice == 57: + car.angle += 19 + if choice == 58: + car.angle += 20 + if choice == 59: + car.angle += 21 + if choice == 60: + car.angle += 22 + if choice == 61: + car.angle += 23 + if choice == 62: + car.angle += 24 + if choice == 63: + car.angle += 25 + if choice == 64: + car.angle += 26 + if choice == 65: + car.angle += 27 + if choice == 66: + car.angle += 28 + if choice == 67: + car.angle += 29 + if choice == 68: + car.angle += 30 + if choice == 69: + car.speed -= 0 + if choice == 70: + car.speed -= 1 + if choice == 71: + car.speed -= 2 + if choice == 72: + car.speed -= 3 + if choice == 73: + car.speed -= 4 + if choice == 74: + car.speed -= 5 + if choice == 75: + car.speed -= 6 + if choice == 76: + car.speed -= 7 + if choice == 77: + car.speed -= 8 + if choice == 78: + car.speed -= 9 + if choice == 79: + car.speed -= 10 + if choice == 80: + car.speed -= 11 + if choice == 81: + car.speed -= 12 + if choice == 82: + car.speed -= 13 + if choice == 83: + car.speed -= 14 + if choice == 84: + car.speed -= 15 + if choice == 85: + car.speed -= 16 + if choice == 86: + car.speed -= 17 + if choice == 87: + car.speed -= 18 + if choice == 88: + car.speed -= 19 + if choice == 89: + car.speed -= 20 + if choice == 90: + car.speed -= 21 + if choice == 91: + car.speed -= 22 + if choice == 92: + car.speed -= 23 + if choice == 93: + car.speed -= 24 + if choice == 94: + car.speed -= 25 + if choice == 95: + car.speed -= 26 + if choice == 96: + car.speed -= 27 + if choice == 97: + car.speed -= 28 + if choice == 98: + car.speed -= 29 + if choice == 99: + car.speed -= 30 + if choice == 100: + car.speed -= 31 + if choice == 101: + car.speed -= 32 + if choice == 102: + car.speed -= 33 + if choice == 103: + car.speed -= 34 + if choice == 104: + car.speed -= 35 + if choice == 105: + car.speed -= 36 + if choice == 106: + car.speed -= 37 + if choice == 107: + car.speed -= 38 + if choice == 108: + car.speed -= 39 + if choice == 109: + car.speed -= 40 + if choice == 110: + car.speed -= 41 + if choice == 111: + car.speed -= 42 + if choice == 112: + car.speed -= 43 + if choice == 113: + car.speed -= 44 + if choice == 114: + car.speed -= 45 + if choice == 115: + car.speed -= 46 + if choice == 116: + car.speed -= 47 + if choice == 117: + car.speed -= 48 + if choice == 118: + car.speed -= 49 + if choice == 119: + car.speed -= 50 + if choice == 120: + car.speed -= 51 + if choice == 121: + car.speed -= 52 + if choice == 122: + car.speed -= 53 + if choice == 123: + car.speed -= 54 + if choice == 124: + car.speed -= 55 + if choice == 125: + car.speed -= 56 + if choice == 126: + car.speed -= 57 + if choice == 127: + car.speed += 0 + if choice == 128: + car.speed += 1 + if choice == 129: + car.speed += 2 + if choice == 130: + car.speed += 3 + if choice == 131: + car.speed += 4 + if choice == 132: + car.speed += 5 + if choice == 133: + car.speed += 6 + if choice == 134: + car.speed += 7 + if choice == 135: + car.speed += 8 + if choice == 136: + car.speed += 9 + if choice == 137: + car.speed += 10 + if choice == 138: + car.speed += 11 + if choice == 139: + car.speed += 12 + if choice == 140: + car.speed += 13 + if choice == 141: + car.speed += 14 + if choice == 142: + car.speed += 15 + if choice == 143: + car.speed += 16 + if choice == 144: + car.speed += 17 + if choice == 145: + car.speed += 18 + if choice == 146: + car.speed += 19 + if choice == 147: + car.speed += 20 + if choice == 148: + car.speed += 21 + if choice == 149: + car.speed += 22 + if choice == 150: + car.speed += 23 + if choice == 151: + car.speed += 24 + if choice == 152: + car.speed += 25 + if choice == 153: + car.speed += 26 + if choice == 154: + car.speed += 27 + if choice == 155: + car.speed += 28 + if choice == 156: + car.speed += 29 + if choice == 157: + car.speed += 30 + if choice == 158: + car.speed += 31 + if choice == 159: + car.speed += 32 + if choice == 160: + car.speed += 33 + if choice == 161: + car.speed += 34 + if choice == 162: + car.speed += 35 + if choice == 163: + car.speed += 36 + if choice == 164: + car.speed += 37 + if choice == 165: + car.speed += 38 + if choice == 166: + car.speed += 39 + if choice == 167: + car.speed += 40 + if choice == 168: + car.speed += 41 + if choice == 169: + car.speed += 42 + if choice == 170: + car.speed += 43 + if choice == 171: + car.speed += 44 + if choice == 172: + car.speed += 45 + if choice == 173: + car.speed += 46 + if choice == 174: + car.speed += 47 + if choice == 175: + car.speed += 48 + if choice == 176: + car.speed += 49 + if choice == 177: + car.speed += 50 + if choice == 178: + car.speed += 51 + if choice == 179: + car.speed += 52 + if choice == 180: + car.speed += 53 + if choice == 181: + car.speed += 54 + if choice == 182: + car.speed += 55 + if choice == 183: + car.speed += 56 + if choice == 184: + car.speed += 57 + if choice == 185: + car.speed += 58 + if choice == 186: + car.speed += 59 + if choice == 187: + car.speed += 60 + if choice == 188: + car.speed += 61 + if choice == 189: + car.speed += 62 + if choice == 190: + car.speed += 63 + if choice == 191: + car.speed += 64 + if choice == 192: + car.speed += 65 + if choice == 193: + car.speed += 66 + if choice == 194: + car.speed += 67 + if choice == 195: + car.speed += 68 + if choice == 196: + car.speed += 69 + if choice == 197: + car.speed += 70 + if choice == 198: + car.speed += 71 + if choice == 199: + car.speed += 72 + if choice == 200: + car.speed += 73 + if choice == 201: + car.speed += 74 + if choice == 202: + car.speed += 75 + if choice == 203: + car.speed += 76 + if choice == 204: + car.speed += 77 + if choice == 205: + car.speed += 78 + if choice == 206: + car.speed += 79 + if choice == 207: + car.speed += 80 + if choice == 208: + car.speed += 81 + if choice == 209: + car.speed += 82 + if choice == 210: + car.speed += 83 + if choice == 211: + car.speed += 84 + if choice == 212: + car.speed += 85 + if choice == 213: + car.speed += 86 + if choice == 214: + car.speed += 87 + if choice == 215: + car.speed += 88 + if choice == 216: + car.speed += 89 + if choice == 217: + car.speed += 90 + if choice == 218: + car.speed += 91 + if choice == 219: + car.speed += 92 + if choice == 220: + car.speed += 93 + if choice == 221: + car.speed += 94 + if choice == 222: + car.speed += 95 + if choice == 223: + car.speed += 96 + if choice == 224: + car.speed += 97 + if choice == 225: + car.speed += 98 + if choice == 226: + car.speed += 99 + if choice == 227: + car.speed += 100 + if choice == 228: + car.speed += 101 + if choice == 229: + car.speed += 102 + if choice == 230: + car.speed += 103 + if choice == 231: + car.speed += 104 + if choice == 232: + car.speed += 105 + if choice == 233: + car.speed += 106 + if choice == 234: + car.speed += 107 + if choice == 235: + car.speed += 108 + if choice == 236: + car.speed += 109 + if choice == 237: + car.speed += 110 + if choice == 238: + car.speed += 111 + if choice == 239: + car.speed += 112 + if choice == 240: + car.speed += 113 + if choice == 241: + car.speed += 114 + if choice == 242: + car.speed += 115 + if choice == 243: + car.speed += 116 + if choice == 244: + car.speed += 117 + if choice == 245: + car.speed += 118 + if choice == 246: + car.speed += 119 + if choice == 247: + car.speed += 120 + if choice == 248: + car.speed += 121 + if choice == 249: + car.speed += 122 + if choice == 250: + car.speed += 123 + if choice == 251: + car.speed += 124 + if choice == 252: + car.speed += 125 + if choice == 253: + car.speed += 126 + if choice == 254: + car.speed += 127 + if choice == 255: + car.speed += 128 + if choice == 256: + car.speed += 129 + if choice == 257: + car.speed += 130 + if choice == 258: + car.speed += 131 + if choice == 259: + car.speed += 132 + if choice == 260: + car.speed += 133 + if choice == 261: + car.speed += 134 + if choice == 262: + car.speed += 135 + if choice == 263: + car.speed += 136 + if choice == 264: + car.speed += 137 + if choice == 265: + car.speed += 138 + if choice == 266: + car.speed += 139 + if choice == 267: + car.speed += 140 + if choice == 268: + car.speed += 141 + if choice == 269: + car.speed += 142 + if choice == 270: + car.speed += 143 + if choice == 271: + car.speed += 144 + if choice == 272: + car.speed += 145 + if choice == 273: + car.speed += 146 + if choice == 274: + car.speed += 147 + if choice == 275: + car.speed += 148 + if choice == 276: + car.speed += 149 + if choice == 277: + car.speed += 150 + if choice == 278: + car.speed += 151 + if choice == 279: + car.speed += 152 + if choice == 280: + car.speed += 153 + if choice == 281: + car.speed += 154 + if choice == 282: + car.speed += 155 + if choice == 283: + car.speed += 156 + if choice == 284: + car.speed += 157 + if choice == 285: + car.speed += 158 + if choice == 286: + car.speed += 159 + if choice == 287: + car.speed += 160 + if choice == 288: + car.speed += 161 + if choice == 289: + car.speed += 162 + if choice == 290: + car.speed += 163 + if choice == 291: + car.speed += 164 + if choice == 292: + car.speed += 165 + if choice == 293: + car.speed += 166 + if choice == 294: + car.speed += 167 + if choice == 295: + car.speed += 168 + if choice == 296: + car.speed += 169 + if choice == 297: + car.speed += 170 + if choice == 298: + car.speed += 171 + if choice == 299: + car.speed += 172 + if choice == 300: + car.speed += 173 + if choice == 301: + car.speed += 174 + if choice == 302: + car.speed += 175 + if choice == 303: + car.speed += 176 + if choice == 304: + car.speed += 177 + if choice == 305: + car.speed += 178 + if choice == 306: + car.speed += 179 + if choice == 307: + car.speed += 180 + if choice == 308: + car.speed += 181 + if choice == 309: + car.speed += 182 + if choice == 310: + car.speed += 183 + if choice == 311: + car.speed += 184 + if choice == 312: + car.speed += 185 + if choice == 313: + car.speed += 186 + if choice == 314: + car.speed += 187 + if choice == 315: + car.speed += 188 + if choice == 316: + car.speed += 189 + if choice == 317: + car.speed += 190 + if choice == 318: + car.speed += 191 + if choice == 319: + car.speed += 192 + if choice == 320: + car.speed += 193 + if choice == 321: + car.speed += 194 + if choice == 322: + car.speed += 195 + if choice == 323: + car.speed += 196 + if choice == 324: + car.speed += 197 + if choice == 325: + car.speed += 198 + if choice == 326: + car.speed += 199 + if choice == 327: + car.speed += 200 + if car.speed <= -39: + car.speed += 200 + # Check If Car Is Still Alive + # Increase Fitness If Yes And Break Loop If Not + still_alive = 0 + for i, car in enumerate(cars): + if car.is_alive(): + still_alive += 1 + car.update(game_map) + genomes[i][1].fitness += car.get_reward() + + if still_alive == 0: + break + + counter += 1 + if counter == 30 * 40: # Stop After About 20 Seconds + break + + # Draw Map And All Cars That Are Alive + screen.blit(game_map, (0, 0)) + for car in cars: + if car.is_alive(): + car.draw(screen) + + # Display Info + text = generation_font.render("Generation: " + str(current_generation), True, (0,0,0)) + text_rect = text.get_rect() + text_rect.center = (900, 450) + screen.blit(text, text_rect) + + text = alive_font.render("Still Alive: " + str(still_alive), True, (0, 0, 0)) + text_rect = text.get_rect() + text_rect.center = (900, 490) + screen.blit(text, text_rect) + + pygame.display.flip() + clock.tick(60) # 60 FPS + +if __name__ == "__main__": + + # Load Config + config_path = "./config.txt" + config = neat.config.Config(neat.DefaultGenome, + neat.DefaultReproduction, + neat.DefaultSpeciesSet, + neat.DefaultStagnation, + config_path) + + # Create Population And Add Reporters + population = neat.Population(config) + population.add_reporter(neat.StdOutReporter(True)) + stats = neat.StatisticsReporter() + population.add_reporter(stats) + + # Run Simulation For A Maximum of 1000 Generations +population.run(run_simulation, 1000000) From 029f34aa34846d89dacd40fcc22548bb0a499b65 Mon Sep 17 00:00:00 2001 From: breadbrowser <64813014+breadbrowser@users.noreply.github.com> Date: Thu, 1 Dec 2022 20:42:26 -0500 Subject: [PATCH 27/27] Create LICENSE.md --- LICENSE.md | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 LICENSE.md diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..fb6a1a4 --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2022 breadbrowser + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE.