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