/flappy-bird-reinforcement-learning

DQN reinforcement learning on flappy bird using the flappy bird gym API as the environment

Primary LanguagePython

flappy-bird-reinforcement-learning

Uses a DQN model that learns how to play flappy bird using screenshots of the game at each moment. Train model using train.py and test it using use_agent.py

Requirements

  • tensorflow 2.x
  • flappy-bird-gym
  • pillow
  • numpy
  • pandas
  • matplotlib