Reinforcement Learning at AMMI
This repo includes lecture slides, notebooks and other material for the RL week at AMMI, the African Masters of Machine Intelligence
Policy/Value Iteration
Extra:
- Supplementary: Policy/Value Iteration in Matrix form
- RL book Chapter 4, Dynamic Programming
- Dynamic Programming lecture video
Monte Carlo and TD learning
- Day 3 Slides
- Monte Carlo / TD exercises
- Monte Carlo / TD solutions to come
External Resources
- Reinforcement Learning: An Introduction, by Sutton and Barto, 2018. This is the canonical RL book which has everything you need to learn RL.
- RL Course Lectures by David Silver, videos, slides