This is the Syllabus for Siraj Raval's Reinforcement Learning course "AI for Video Games" on Youtube
Each week has listed first a shorter, introductory video (released on Friday) and a longer, in-depth video (released on Wednesday)
- Markov Decision Processes
- Policy evaluation, iteration, value iteration
- Monte Carlo Prediction
- Q Learning
- Policy Gradients
- Actor Critic
- TRPO
- PPO