DeepMind x UCL RL Course by David Silver

• Video Playlist: DeepMind x UCL | Intro to RL

• Slides: Teaching - David Silver

• Course Notes:

  • RL 01: Introduction to Reinforcement Learning
  • RL 02: Markov Decision Process
  • RL 03: Planning by Dynamic Programming
  • RL 04: Model-Free Prediction
  • RL 05: Model Free Control
  • RL 06: Value Function Approximation
  • RL 07: Policy Gradient Methods
  • RL 08: Integrating Learning and Planning
  • RL 09: Exploration and Exploitation
  • RL 10: Classic Games