强化学习 / Reinforcement Learning
Courses
- UCL: Reinforcement Learning (David Silver)
- UC Berkeley CS285: Deep Reinforcement Learning
- UWaterloo CS885: Reinforcement Learning
- Deep Reinforcement Learning (Shusen Wang)
Books
- Reinforcement Learning: An Introduction (2nd Edition) (Richard S. Sutton and Andrew G. Barto)
- 深度强化学习 (Shusen Wang)
Blogs / Talks / Tutorials
- A (Long) Peek into Reinforcement Learning (Lilian Weng's Blog)
- Policy Gradient Algorithms [中文翻译] (Lilian Weng's Blog)
- dennybritz/reinforcement-learning (Denny Britz's Repo)