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Workshop: Goal-Conditioned Reinforcement Learning

Invited Talk: Susan Murphy

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Fri 15 Dec 1:45 p.m. PST — 2:25 p.m. PST


Title: We used Reinforcement Learning; but did it work?

Bio: Susan Murphy’s research focuses on improving sequential, individualized, decision making in digital health. She developed the micro-randomized trial for use in constructing digital health interventions; this trial design is in use across a broad range of health-related areas. Her lab works on online learning algorithms for developing personalized digital health interventions. Dr. Murphy is a member of the National Academy of Sciences and of the National Academy of Medicine, both of the US National Academies. In 2013 she was awarded a MacArthur Fellowship for her work on experimental designs to inform sequential decision making. She is a Fellow of the College on Problems in Drug Dependence, Past-President of Institute of Mathematical Statistics and a former editor of the Annals of Statistics.

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