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08/15/2022
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care
Dental disease is one of the most common chronic diseases despite being ...
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07/30/2022
A Bayesian Approach to Learning Bandit Structure in Markov Decision Processes
In the reinforcement learning literature, there are many algorithms deve...
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06/08/2022
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines
Online reinforcement learning (RL) algorithms are increasingly used to p...
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02/14/2022
Statistical Inference After Adaptive Sampling in Non-Markovian Environments
There is a great desire to use adaptive sampling methods, such as reinfo...
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04/29/2021
Statistical Inference with M-Estimators on Bandit Data
Bandit algorithms are increasingly used in real world sequential decisio...
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02/08/2020
Inference for Batched Bandits
As bandit algorithms are increasingly utilized in scientific studies, th...
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09/26/2018