6.S897 | Spring 2019 | Graduate

Machine Learning for Healthcare

Lecture Videos

Lecture 16: Reinforcement Learning, Part 1

Dr. Johansson covers an overview of treatment policies and potential outcomes, an introduction to reinforcement learning, decision processes, reinforcement learning paradigms, and learning from off-policy data.

Speaker: Fredrik D. Johansson

Lecture 16: Reinforcement Learning slides (PDF)

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Lecture Videos
Lecture Notes