Welcome to Stable Baselines docs! - RL Baselines Made Easy

Stable Baselines is a set of improved implementations of Reinforcement Learning (RL) algorithms based on OpenAI Baselines.

Github repository: https://github.com/hill-a/stable-baselines

RL Baselines Zoo (collection of pre-trained agents): https://github.com/araffin/rl-baselines-zoo

RL Baselines zoo also offers a simple interface to train and evaluate agents.

You can read a detailed presentation of Stable Baselines in the Medium article: link

Citing Stable Baselines

To cite this project in publications:

  author = {Hill, Ashley and Raffin, Antonin and Ernestus, Maximilian and Gleave, Adam and Traore, Rene and Dhariwal, Prafulla and Hesse, Christopher and Klimov, Oleg and Nichol, Alex and Plappert, Matthias and Radford, Alec and Schulman, John and Sidor, Szymon and Wu, Yuhuai},
  title = {Stable Baselines},
  year = {2018},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/hill-a/stable-baselines}},


To any interested in making the rl baselines better, there is still some improvements that needs to be done. A full TODO list is available in the roadmap.

If you want to contribute, please read CONTRIBUTING.md first.

Indices and tables