{"repo":"DLR-RM/stable-baselines3","free":true,"listed":false,"github":"https://github.com/DLR-RM/stable-baselines3","clone":"git clone https://github.com/DLR-RM/stable-baselines3.git","description":"PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.","language":"Python","stars":13707,"topics":["reinforcement-learning","reinforcement-learning-algorithms","machine-learning","gym","openai","baselines","toolbox","stable-baselines","python","pytorch"],"license":"MIT","category":"machine-learning","readme_excerpt":"Stable Baselines3 Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch. It is the next major version of Stable Baselines. You can read a detailed presentation of Stable Baselines3 in the v1.0 blog post or our JMLR paper. These algorithms will make it easier for the research community and industry to replicate, refine, and identify new ideas, and will create good baselines to build projects on top of. We expect these tools will be used as a base around which new ideas can be added, and as a tool for comparing a new approach against existing ones. We also hope that the simplicity of these tools will allow beginners to experiment with a more advanced toolset, without being buried in implementation details. Note: Despite its simplicity of use, Stable Baselines3 (SB3) assumes you have some knowledge about Reinforcement Learning (RL). You should not utilize this library without some practice. To that extent, we provide good resources in the documentation to get started with RL. Main Features The performance of each algorithm was tested (see Results section in their respective page). You can take a look at the issues #48 and #49 for more details. We also provide detailed logs and reports on the OpenRL Benchmark platform. Features Stable-Baselines3 --------------------------- ---------------------- State of the art RL methods :heavy check mark: Documentation :heavy check mark: Custom environments :heavy check mark: Custom polici","default_branch":null,"files":null,"tree":[],"storefront":"/r/DLR-RM","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/DLR-RM/stable-baselines3/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}