Welcome to Stable Baselines3 Contrib docs!

Contrib package for Stable Baselines3 (SB3) - Experimental code.

Github repository: https://github.com/Stable-Baselines-Team/stable-baselines3-contrib

SB3 repository: https://github.com/DLR-RM/stable-baselines3

RL Baselines3 Zoo (collection of pre-trained agents): https://github.com/DLR-RM/rl-baselines3-zoo

RL Baselines3 Zoo also offers a simple interface to train, evaluate agents and do hyperparameter tuning.

User Guide

• Installation
  • Prerequisites
  • Bleeding-edge version
  • Development version
• RL Algorithms
• Examples
  • TQC
  • QR-DQN
  • MaskablePPO
  • TRPO
  • ARS
  • RecurrentPPO

RL Algorithms

• ARS
• Maskable PPO
• Recurrent PPO
• QR-DQN
• TQC
• TRPO

Common

• Utils
• Gym Wrappers

Misc

• Changelog

Citing Stable Baselines3

To cite this project in publications:

@misc{stable-baselines3,
  author = {Raffin, Antonin and Hill, Ashley and Ernestus, Maximilian and Gleave, Adam and Kanervisto, Anssi and Dormann, Noah},
  title = {Stable Baselines3},
  year = {2019},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/DLR-RM/stable-baselines3}},
}

Contributing

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

Indices and tables

• Index

• Search Page

• Module Index