RL Baselines3 Zoo Files

Training framework for Stable Baselines3 reinforcement learning agents

This is an exact mirror of the RL Baselines3 Zoo project, hosted at https://github.com/DLR-RM/rl-baselines3-zoo. SourceForge is not affiliated with RL Baselines3 Zoo. For more information, see the SourceForge Open Source Mirror Directory.

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Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2024-11-18	1.2 kB	0
RL-Zoo3 v2.4.0_ CrossQ and Gymnasium v1.0 support source code.tar.gz	2024-11-18	2.0 MB	0
RL-Zoo3 v2.4.0_ CrossQ and Gymnasium v1.0 support source code.zip	2024-11-18	2.1 MB	0
Totals: 3 Items		4.2 MB	0

New algorithm: CrossQ, Gymnasium v1.0 support, and better defaults for SAC/TQC on Swimmer-v4 env

Breaking Changes

Updated defaults hyperparameters for TQC/SAC for Swimmer-v4 (decrease gamma for more consistent results) (@JacobHA) W&B report
Upgraded to SB3 >= 2.4.0
Renamed LunarLander-v2 to LunarLander-v3 in hyperparameters

New Features

Added CrossQ hyperparameters for SB3-contrib (@danielpalen)
Added Gymnasium v1.0 support

Bug fixes

Replaced deprecated huggingface_hub.Repository when pushing to Hugging Face Hub by the recommended HfApi (see https://huggingface.co/docs/huggingface_hub/concepts/git_vs_http) (@cochaviz)

Documentation

Other

Updated PyTorch version to 2.4.1 in the CI
Switched to uv to download packages faster on GitHub CI

New Contributors

@JacobHA made their first contribution in https://github.com/DLR-RM/rl-baselines3-zoo/pull/447
@danielpalen made their first contribution in https://github.com/DLR-RM/rl-baselines3-zoo/pull/453

Full Changelog: https://github.com/DLR-RM/rl-baselines3-zoo/compare/v2.3.0...v2.4.0

Source: README.md, updated 2024-11-18

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