Introduction, Optimal Policy, Planning MDP (Bellman optimality equations), Value iteration,

Policy iteration, Dynamic Programming, Learning MDP (small state spaces), TD Learning,

Model base learning, Model free: Q learning, Policy gradient, Actor critic, 

Learning MDP (large state spaces), Deep Learning, Multi-Arm Bandit,

Inverse RL, POMDP