强化学习
-课程推荐
-UCL Course on RL
- http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
-Lecture 1: Introduction to Reinforcement Learning
-Lecture 2: Markov Decision Processes
-Lecture 3: Planning by Dynamic Programming
-Lecture 4: Model-Free Prediction
-Lecture 5: Model-Free Control
-Lecture 6: Value Function Approximation
-Lecture 7: Policy Gradient Methods
-Lecture 8: Integrating Learning and Planning
-Lecture 9: Exploration and Exploitation
-Lecture 10: Case Study: RL in Classic Games