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Flappy Bird DDQN

Overview

An implementation of Double Deep Q-Network (DDQN) in order to play Flappy Bird.

Demo

After training for about 4000 episodes:
Flappy Bird DDQN Demo

Requirements

Flappy Bird Gymnasium

pip install flappy-bird-gymnasium

Other requirements

  • Python 3.x
  • Pygame
  • Pytorch
  • OpenAI Gymnasium
  • Matplotlib