Lecture 7: Reinforcement Learning

Markov decision process, policies, rewards, value functions, the Bellman equation, q-learning, policy learning, actor-critic learning, AutoML.

Slides

• Part A: Main lecture

• Part B: AutoML

Videos

• Part A: Main lecture

• Part B: AutoML

Lecture Notes

Accompanying notes for this lecture can be found here.