Lecture material

Below you find some of my (older) lecture materials. Feel free to reuse anything you find useful:

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• Overview
  • Brief introduction to RL (slides)
  • Course overview (slides)

• Bandits
  • Slides
  • Lecture notes
  • Assignment

• Markov Decision Process & Dynamic Programming
  • MDP (slides)
  • DP (slides)
  • Lecture notes
  • Assignment

• Model-based RL
  • MBRL (slides)
  • Sample-based planning (slides)
  • Lecture notes
  • Assignment

• Continuous MDPs & Policy search
  • Slides
  • Lecture notes

• Deep learning
  • Slides
  • Lecture notes

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