HOME - Deep Reinforcement Learning

Notes on Deep RL, including the different classes of algorithms, implementation details in code, and applications to robotics, games, etc.

Table of Contents

1. The Underpinnings of RL
2. Q-Learning
3. Policy Gradient
   1. Actor-Critic Methods
   2. Proximal Policy Optimization (PPO)
4. Offline RL

References

Hugging Face Deep RL Course

CS 285 Berkeley