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stable-baselines3/README.md
Antonin Raffin ef50bb81e8 Add support for categorical distribution
2019-10-08 13:06:38 +02:00

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Torchy Baselines

PyTorch version of Stable Baselines, a set of improved implementations of reinforcement learning algorithms.

Implemented Algorithms

  • CEM-RL (with TD3)
  • PPO
  • SAC
  • TD3

Roadmap

TODO:

  • save/load
  • predict
  • flexible mlp
  • logger
  • better monitor wrapper?
  • A2C

Later:

  • get_parameters / set_parameters
  • CNN policies + normalization
  • tensorboard support
  • DQN
  • TRPO
  • ACER
  • DDPG
  • HER -> use stable-baselines because does not depends on tf?