/deeprl_for_atari_games

deep reinforcement learning package for playing Atari games in OpenAI gym environments

Primary LanguagePython

deeprl_for_atari_games

We implemented 6 different Q-network models, including:

  • Linear Q-network without experience replay and target fixing.
  • Linear Q-network with experience replay and target fixing.
  • Linear double Q-network.
  • Deep Q-network.
  • Double deep Q-network.
  • Dueling deep Q-network.