AutoAI

Directoies/Files usage

PokerEngine

• poker game engine
• engine from https://github.com/ishikota/PyPokerEngine

Automodel_format documents

• documents

testchart

3players 4players

result

demo video final report

chart.py

• the player in the game whose position is 0 will use the class to store the chart and show it
• store test result from AutoAI.py

store_data_set

• data_set.py (only NC model will call the function to store game_data) -NC_3_players_data_set.csv store data from NC playing 3-player poker game -NC_4_players_data_set.csv store data from NC playing 4-player poker game

image

• background image for interface

NCmodel

• 113th trained AI model (3)(4)

NC2model

• 113th trained AI model (3+4)

OCmodel

• 112th trained AI model

RFmodel

• 111th trained AI model

AutoAI.py

• program to start the game with interface used for demo

How to run it?

1. pip install modules in the requirement.txt pip install -r requirement.txt (requirement.txt may lack some packages. Install all the other packages from the error message)

2. change the path if AutoAI file is NOT installed in F:\

   Change paths to in the following python files

   NC_AutoAImodel.py

       def predict(self):
           if self.get_players()==3:
               with open('F:\\AutoAI\\NCmodel\\model-3p\\model3.config', 'r') as json_file: #path
                   json_string = json_file.read()
               model = Sequential()
               model = model_from_json(json_string)
               model.load_weights('F:\\AutoAI\\NCmodel\\model-3p\\model3.weight', by_name=False) #path
           elif self.get_players()==4:
               with open('F:\\AutoAI\\NCmodel\\model-4p\\model4.config', 'r') as json_file: #path
                   json_string = json_file.read()
               model = Sequential()
               model = model_from_json(json_string)
               model.load_weights('F:\\AutoAI\\NCmodel\\model-4p\\model4.weight', by_name=False) #path

   NC2_AutoAImodel.py

       def predict(self):
           with open('F:\\AutoAI\\NCmodel\\model-3+4p\\model3+4.config', 'r') as json_file: #path
                   json_string = json_file.read()
           model = Sequential()
           model = model_from_json(json_string)
           model.load_weights('F:\\AutoAI\\NCmodel\\model-3+4p\\model3+4.weight', by_name=False) #path

   OC_AutiAImodel.py

       def predict(self):
           with open('F:\\AutoAI\\OCmodel\\model.config', 'r') as text_file: #path
               json_string = text_file.read()
           model = Sequential()
           model = model_from_json(json_string)
           model.load_weights('F:\\AutoAI\\OCmodel\\model.weight', by_name=False) #path

   RF_AutoAImodel.py

       def predict(self):
           model = joblib.load(r"F:\AutoAI\RFmodel\my_random_forest.joblib")#path

3. complile and run AutoAI.py

4. set the game initial value (it should be bigger than small bet)

5. press Show Player Algorithm button

6. select the Algorithm U want

7. press Run Poker Game button

(It will take some time to run the game, U can see the process in the vs code terminal.) (Most bugs can be fixed by restarting Auto.py)

Note:

1. DO NOT CHOOSE THE SAME AIs IN ONE GAME.
2. Player number should be 3~4 players.