/AI_for_Video_Games_Syllabus

This is the Sylllabus for Siraj Raval's Reinforcement Learning course "AI for Video Games" on Youtube

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