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)

Code / Library

• openai/spinningup
• stable-baselines3
• ray