[Ml-stat-talks] Fwd: [neuroscience] Tomorrow: 12/10 - PNI Seminar Series speaker Susan Murphy in A32 @ 4pm

Barbara Engelhardt bee at princeton.edu
Wed Dec 9 15:24:19 EST 2015


Talk of interest on Thursday on reinforcement learning.

---------- Forwarded message ----------
From: Timothy P. Waldron <twaldron at princeton.edu>
Date: Wed, Dec 9, 2015 at 2:28 PM
Subject: [neuroscience] Tomorrow: 12/10 - PNI Seminar Series speaker Susan
Murphy in A32 @ 4pm
To: neuroscience at princeton.edu




*Susan Murphy*

*Supported by the Amy C. Kern and John M. Goldsmith ‘85 Fund for
Neuroscience *



University of Michigan

HE Robbins Distinguished University Professor Statistics, Research
Professor

(Institute for Social Research) & Professor of Psychiatry



*Thursday, December 10th*

*4:00pm*

*A32 Princeton Neuroscience Institute*



*“*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.



Please join us for a reception in the Study Hall immediately following the
seminar



Host: Yael Niv





*Paryn A. Wallace*

*Princeton**University*

132A Princeton Neuroscience Institute



*Telephone – 609-258-7732 <609-258-7732>*

*Fax – 609-258-7710 <609-258-7710>*
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