EE619 Mathematical Foundations of Reinforcement Learning


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Lecture Notes


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2/25 Approximate Dynamic Programing by D. P. Bertsekas
2/25 Lecture Note
2/27 Inroduction to Reinforcement Learning
3/13 MDP and DP
4/24 Approximate DP
5/8 Q-Learning SARSA DQN
5/24 Policy Gradient Methods for RL(updated)
5/24 5/24 lecture video 1
5/24 5/24 lecture video 2
5/24 5/24 lecture video 3
5/30 Inverse Reinforcement Learning (not included in the final exam)


last update: 2019-05-24

EE619 Mathematical Foundations of Reinforcement Learning