huangjialian / reinforcement_learning

强化学习资料

Reinforcement Learning 强化学习

强化学习资料

0. 教材强化学习导论英文版《Reinforcement Learning: An Introduction》: Documents/RLbook2018.pdf

1. David_Silvers_Reinforcement_Learning_Course： Documents/David_Silvers_Reinforcement_Learning_Course 配套视频(中文字幕)

2. Python replication for Sutton & Barto's book Reinforcement Learning: An Introduction (2nd Edition)

3. 讨论:CS294 深度增强学习 这门课的质量是不是不大好？

4. Reinforcement Learning: An Introduction 笔记

5. 强化学习导论中文版: doc/rl-cn.pdf

6. 关于DQN和Policy Gradient的学习

7. 强化学习Flappy Bird

8. 李宏毅老师 Deep Reinforcement Learning:

   1. RL from scratch: ML Lecture 23-1: Deep Reinforcement Learning
   2. Deep Reinforcement Learning, 2018

9. Policy based RL Lecture of John Schulman