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KA's Library for RLのテスト環境

強化学習勉強用

Libraries required for kal_RL

  • numpy == 1.22.0
  • matplotlib
  • pytorch == 1.13.1
  • gym == 0.26.2
  • pygame == 2.1.0
  • tensorflow == 2.11.0

rl moduled achieved

  • DDQN
  • DDPG
  • A2C
  • PPO
  • DynamicPrograming
  • MaximumEntropyIRL

@todo make rl modules like

  • SAC
  • TD3
  • Maximum Entropy Deep IRL

Demo

rl-video-episode-100.mp4

Error

  • tensorboard : command not found
    reinstall tensorflow
    $ sudo pip uninstall tensorflow  
    $ sudo pip install tensorflow
    

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