Hugging Face RL Course Reading Notes and Beyond

This is a note taking doc for Hugging Face RL course https://huggingface.co/learn/deep-rl-course/unit0/introduction. Also some related materials not covered in the course.

Note

This project is under active development.

Contents

• Reinforcement Learning Theory
  • Q-Learning
  • Deep Q-Learning
  • Policy Gradient
  • Actor-Critic
• Libraries
  • Gymnasium
  • Unity ml-agents
• Language Model and RL
  • Knowledge encoding