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Activity Number: 508
Type: Invited
Date/Time: Wednesday, August 12, 2015 : 10:30 AM to 12:20 PM
Sponsor: IMS
Abstract #314436
Title: Offline Data Analysis Methods and Learning Algorithms for Constructing Mobile Treatment Policies
Author(s): Susan A. Murphy*
Companies: University of Michigan
Keywords: reinforcement learning ; machine learning ; dynamic treatment regimes
Abstract:

This lecture will propose and discuss methods and open problems in using experimental or observational data to construct treatment policies for developing real-time treatment polices delivered by mobile devices.


Authors who are presenting talks have a * after their name.

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