[P] Stable-Baselines3 v1.0 - Reliable implementations of RL algorithms

• stable-baselines3

  46 7,953 8.2 Python

  PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

  

https://github.com/DLR-RM/stable-baselines3/issues/18 and https://github.com/DLR-RM/stable-baselines3/issues/160

• stable-baselines3-contrib

  6 427 6.7 Python

  Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

  

But as we already have vanilla DQN and QR-DQN (in our contrib repo: https://github.com/Stable-Baselines-Team/stable-baselines3-contrib ) I think it is already a good start for off-policy discrete action algorithms. (QR-DQN is usually competitive vs DQN+extensions)

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• rl-baselines3-zoo

  11 1,786 6.2 Python

  A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

  

We also release 100+ trained models in our experimental framework, the rl zoo: https://github.com/DLR-RM/rl-baselines3-zoo

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