Reinforcement Learning (RL)

Resources

Code

• GitHub - pytorch-labs/LeanRL: LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.

Surveys and Tutorials

• [2412.05265] Reinforcement Learning: An Overview
• The Basics of Reinforcement Learning from Human Feedback
• Stanford CS234 I Reinforcement Learning I Spring 2024 I Emma Brunskill - YouTube
• Welcome to Spinning Up in Deep RL! — Spinning Up documentation
• GitHub - huggingface/deep-rl-class: This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
• [M2L 20204] A Friendly Tasting of Reinforcement Learning: Foundations and Algorithms- Claire Vernade - YouTube
• Multi-Agent Reinforcement Learning: Foundations and Modern Approaches - YouTube

Environments

• GitHub - MichalBortkiewicz/JaxGCRL