Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process

Author:

Shi Chengchun1,Zhu Jin2,Ye Shen3,Luo Shikai4,Zhu Hongtu5,Song Rui3ORCID

Affiliation:

1. London School of Economics and Political Science, London, UK;

2. Sun Yat-sen University, Guangzhou, China;

3. North Carolina State University, Raleigh, NC;

4. Didi Chuxing, Peking, China;

5. University of North Carolina at Chapel Hill, Chapel Hill, NC

Funder

NSF

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference64 articles.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Reinforcement Learning in Latent Heterogeneous Environments;Journal of the American Statistical Association;2024-06-11

2. Reinforcement Learning in Latent Heterogeneous Environments;SSRN Electronic Journal;2024

3. Estimating and improving dynamic treatment regimes with a time-varying instrumental variable;Journal of the Royal Statistical Society Series B: Statistical Methodology;2023-03-27

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