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Keyword Search Criteria: Reinforcement learning returned 14 record(s)
Sunday, 07/28/2019
Adaptive Contrast Weighted Learning and Tree-Based Reinforcement Learning for Multi-Stage Multi-Treatment Decision-Making
Lu Wang, University of Michigan; Yebin Tao, Google; Daniel Almirall, University of Michigan
4:30 PM

Monday, 07/29/2019
Personalized HeartSteps: a Reinforcement Learning Algorithm for Optimizing Physical Activity
Peng Liao, University of Michigan; Susan Murphy, Harvard University; Predrag Klasnja, University of Michigan; Kristjan Greenewald, IBM


Efficient Randomized Algorithms for Continuous Space Reinforcement Learning
Mohamad Kazem Shirani Faradonbeh, University of Florida; Ambuj Tewari, University of Michigan; George Michailidis, University of Florida


Precision Medicine in Mobile Health Using V-Learning
Daniel Luckett, University of North Carolina at Chapel Hill; Eric B Laber, NC State University; Anna Kahkoska, University of North Carolina at Chapel Hill; David Maahs, Stanford University; Elizabeth Mayer-Davis, University of North Carolina at Chapel Hill; Michael Kosorok, University of North Carolina at Chapel Hill
8:55 AM

Parameterizing Exploration
Jesse Clifton, NC State University; Lili Wu, North Carolina State University; Eric B Laber, NC State University
9:35 AM

Characterizing Outcome Distributions of Dynamic Treatment Regimes
Daniel Lizotte, The University of Western Ontario
9:35 AM

Efficient Randomized Algorithms for Continuous Space Reinforcement Learning
Mohamad Kazem Shirani Faradonbeh, University of Florida; Ambuj Tewari, University of Michigan; George Michailidis, University of Florida
10:15 AM

A Statistical and Machine Learning Framework for New Energy Vehicle Ride Sharing System
Kaixian Yu, Didi Chuxing; Jinliang Deng, Hong Kong University of Science and Technology; Chengchun Shi, North Carolina State University; Rui Song, North Carolina State University; Qiang Yang, Hong Kong University of Science and Technology; Jieping Ye, Didi Chuxing; Hongtu Zhu, DiDi Chuxing and UNC-Chapel Hill
2:20 PM

Truncated Thompson Sampling for Safe and Efficient Precision Public Health
Eric B Laber, NC State University; Jesse Clifton, NC State University
2:30 PM

Tuesday, 07/30/2019
Causality: a Missing Piece in Machine Learning and Reinforcement Learning Approaches to Sports Analytics
Alexander N DAmour, Google
10:35 AM

Wednesday, 07/31/2019
Augmented Tree-Based Reinforcement Learning to Incorporate Patient Preferences into the Estimation of Optimal Dynamic Treatment Regimes
Yingchao Zhong, University of Michigan; Lu Wang, University of Michigan
8:50 AM

Robust Estimation for Optimal Dynamic Treatment Regimes with Restricted Arms Using Observational Data
Nina Zhou, University of Michigan; Lu Wang, University of Michigan; Daniel Almirall, University of Michigan
9:05 AM

Reinforcement Learning as a Solution to Systematic Social Bias in Deep Learning
Kathleen Gatliffe, University of Colorado Denver; Audrey E Hendricks, University of Colorado Denver
10:35 AM

Thursday, 08/01/2019
Alternative Learning Strategies for Realistic Collective Animal Movement
Toryn Schafer, University of Missouri; Christopher K. Wikle, University of Missouri; Mitch D. Weegman, University of Missouri
10:50 AM