Resampling-based Confidence Intervals for Model-free Robust Inference on
Optimal Treatment Regimes

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Resampling-based Confidence Intervals for Model-free Robust Inference on Optimal Treatment Regimes

25 November 2019

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Papers citing "Resampling-based Confidence Intervals for Model-free Robust Inference on Optimal Treatment Regimes"

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Title
A Review of Off-Policy Evaluation in Reinforcement Learning Masatoshi Uehara C. Shi Nathan Kallus OffRL 102 76 0 13 Dec 2022
Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process C. Shi Jin Zhu Ye Shen Shuang Luo Hong Zhu R. Song OffRL 138 34 0 22 Feb 2022
A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets C. Shi Runzhe Wan Ge Song Shuang Luo R. Song Hongtu Zhu OffRL 86 6 0 21 Feb 2022
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings Hengrui Cai C. Shi R. Song Wenbin Lu OffRL 89 13 0 29 Oct 2020
Batch Policy Learning in Average Reward Markov Decision Processes Peng Liao Zhengling Qi Runzhe Wan P. Klasnja Susan Murphy OffRL 144 85 0 23 Jul 2020