Susan Murphy-University of Michigan
CSML Seminar
Tuesday, February 9, 2016
12:30pm-1:30pm
Computer Science Building, Room 105
*Lunch will be provided*
Title: “Learning treatment policies in mobile health”
Abstract: We describe a sequence of steps that facilitate effective learning of treatment policies in mobile health. These include a clinical trial with associated sample size calculator and data analytic methods. An off-policy Actor-Critic algorithm is developed for learning a treatment policy from this clinical trial data. Open problems abound in this area, including the development of a variety of online predictors of risk of health problems, missing data and disengagement.
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Thanks,
Joseph D. Capizzi Jr.
Administrative Assistant to the Director
Center for Statistics and Machine Learning
Green Hall, 3-C-5
Princeton University
Princeton, NJ 08544
609-258-9862