AI_for_Video_Games_Syllabus

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)

Week 1

• Markov Decision Processes
• Policy evaluation, iteration, value iteration

Week 2

• Monte Carlo Prediction

Week 3

• Q Learning

Week 4

• Policy Gradients

Week 5

• Actor Critic

Week 6

• TRPO
• PPO