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. Actor-Critic Methods
4. Policy Gradient
5. Proximal Policy Optimization (PPO)

References

Hugging Face Deep RL Course

CS 285 Berkeley