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Susan Murphy

reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Use

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Feb 27, 2024
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Online Uniform Risk Times Sampling: First Approximation Algorithms, Learning Augmentation with Full Confidence Interval Integration

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Feb 07, 2024
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Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks

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Jan 26, 2024
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Dyadic Reinforcement Learning

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Aug 27, 2023
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Online learning in bandits with predicted context

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Jul 26, 2023
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Effect-Invariant Mechanisms for Policy Generalization

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Jun 27, 2023
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Contextual Bandits with Budgeted Information Reveal

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May 29, 2023
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Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling

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Apr 24, 2023
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Modeling Mobile Health Users as Reinforcement Learning Agents

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Dec 01, 2022
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Doubly robust nearest neighbors in factor models

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Nov 28, 2022
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