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Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care


Aug 15, 2022
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

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A Bayesian Approach to Learning Bandit Structure in Markov Decision Processes


Jul 30, 2022
Kelly W. Zhang, Omer Gottesman, Finale Doshi-Velez

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* Challenges of Real-World Reinforcement Learning 2020 (NeurIPS Workshop) 

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Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines


Jun 08, 2022
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

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Statistical Inference with M-Estimators on Adaptively Collected Data


May 28, 2021
Kelly W. Zhang, Lucas Janson, Susan A. Murphy

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Statistical Inference with M-Estimators on Bandit Data


Apr 29, 2021
Kelly W. Zhang, Lucas Janson, Susan A. Murphy

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Inference for Batched Bandits


Feb 08, 2020
Kelly W. Zhang, Lucas Janson, Susan A. Murphy

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Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis


Sep 26, 2018
Kelly W. Zhang, Samuel R. Bowman

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