Off-Policy Estimation of Long-Term Average Outcomes With Applications to Mobile Health
Author:
Affiliation:
1. Department of Statistics, University of Michigan, Ann Arbor, MI
2. School of Information, University of Michigan, Ann Arbor, MI
3. Department of Statistics, Harvard University, Cambridge, MA
Funder
National Institute on Alcohol Abuse and Alcoholism
National Institute on Drug Abuse
National Institute of Biomedical Imaging and Bioengineering
National Cancer Institute
National Heart, Lung, and Blood Institute
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/01621459.2020.1807993
Reference34 articles.
1. Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
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5. Series Estimation of Semilinear Models
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