UCL Course on RL
Advanced Topics 2015 (COMPM050/COMPGI13)
Reinforcement Learning
Contact: d.silver@cs.ucl.ac.uk
Video-lectures available here
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
Easy21 assignment
Discussion and announcements: http://groups.google.com/group/csml-advanced-topics