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Bootstrapping Fitted Q-Evaluation for Off-Policy Inference

6 February 2021

Mengdi Wang

Papers citing "Bootstrapping Fitted Q-Evaluation for Off-Policy Inference"

28 / 28 papers shown

Title
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation Hongyi Zhou Josiah P. Hanna Jin Zhu Ying Yang Chengchun Shi OffRL 56 0 0 28 May 2025
Reinforcement Learning with Continuous Actions Under Unmeasured Confounding Yuhan Li Eugene Han Yifan Hu Wenzhuo Zhou Zhengling Qi Yifan Cui Ruoqing Zhu OffRL 445 0 0 01 May 2025
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 272 2 0 22 Feb 2025
Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy Keru Chen Honghao Wei Zhigang Deng Sen Lin OffRL OnRL 164 0 0 31 Dec 2024
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning Shuguang Yu Shuxing Fang Ruixin Peng Zhengling Qi Fan Zhou C. Shi CML OffRL 105 4 0 08 Dec 2024
Off-Policy Selection for Initiating Human-Centric Experimental Design Ge Gao Xi Yang Qitong Gao Song Ju Miroslav Pajic Min Chi OffRL 76 0 0 26 Oct 2024
Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal Interferences Runpeng Dai Jianing Wang Fan Zhou Shuang Luo Zhiwei Qin Chengchun Shi Hongtu Zhu CML OffRL 64 2 0 25 Jul 2024
Why long model-based rollouts are no reason for bad Q-value estimates Philipp Wissmann Daniel Hein Steffen Udluft Volker Tresp OffRL LRM 50 1 0 16 Jul 2024
Combining Experimental and Historical Data for Policy Evaluation Ting Li Chengchun Shi Qianglin Wen Yang Sui Yongli Qin Chunbo Lai Hongtu Zhu OffRL 106 1 0 01 Jun 2024
Robust Offline Reinforcement learning with Heavy-Tailed Rewards Jin Zhu Runzhe Wan Zhengling Qi Shuang Luo C. Shi OffRL 74 1 0 28 Oct 2023
Off-Policy Evaluation for Human Feedback Qitong Gao Ge Gao Juncheng Dong Vahid Tarokh Min Chi Miroslav Pajic OffRL 86 5 0 11 Oct 2023
Online Estimation and Inference for Robust Policy Evaluation in Reinforcement Learning Weidong Liu Jiyuan Tu Yichen Zhang Xi Chen OffRL 121 4 0 04 Oct 2023
Estimation and Inference in Distributional Reinforcement Learning Liangyu Zhang Yang Peng Jiadong Liang Wenhao Yang Zhihua Zhang OffRL 61 1 0 29 Sep 2023
Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework Wenzhuo Zhou Yuhan Li Ruoqing Zhu Annie Qu OffRL 73 5 0 23 Sep 2023
Off-policy Evaluation in Doubly Inhomogeneous Environments Zeyu Bian C. Shi Zhengling Qi Lan Wang OffRL 107 7 0 14 Jun 2023
$K$ -Nearest-Neighbor Resampling for Off-Policy Evaluation in Stochastic Control Michael Giegrich Roel Oomen C. Reisinger OffRL 60 2 0 07 Jun 2023
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling Susobhan Ghosh Raphael Kim Prasidh Chhabria Raaz Dwivedi Predrag Klasjna Peng Liao Kelly Zhang Susan Murphy OffRL 72 9 0 11 Apr 2023
On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples Mustafa O. Karabag Ufuk Topcu OffRL 97 5 0 07 Mar 2023
A Reinforcement Learning Framework for Dynamic Mediation Analysis Linjuan Ge Jitao Wang C. Shi Zhanghua Wu Rui Song 62 6 0 31 Jan 2023
Variational Latent Branching Model for Off-Policy Evaluation Qitong Gao Ge Gao Min Chi Miroslav Pajic OffRL 84 6 0 28 Jan 2023
An Instrumental Variable Approach to Confounded Off-Policy Evaluation Yang Xu Jin Zhu C. Shi Shuang Luo R. Song OffRL 102 18 0 29 Dec 2022
Quantile Off-Policy Evaluation via Deep Conditional Generative Learning Yang Xu C. Shi Shuang Luo Lan Wang R. Song OffRL 69 5 0 29 Dec 2022
Policy-Adaptive Estimator Selection for Off-Policy Evaluation Takuma Udagawa Haruka Kiyohara Yusuke Narita Yuta Saito Keisuke Tateno OffRL 60 25 0 25 Nov 2022
Policy Optimization with Sparse Global Contrastive Explanations Jiayu Yao S. Parbhoo Weiwei Pan Finale Doshi-Velez OffRL 48 2 0 13 Jul 2022
Conformal Off-policy Prediction Yingying Zhang C. Shi Shuang Luo OffRL 79 11 0 14 Jun 2022
Testing Stationarity and Change Point Detection in Reinforcement Learning Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 110 9 0 03 Mar 2022
Optimal Estimation of Off-Policy Policy Gradient via Double Fitted Iteration Chengzhuo Ni Ruiqi Zhang Xiang Ji Xuezhou Zhang Mengdi Wang OffRL 82 1 0 31 Jan 2022
Statistical Testing under Distributional Shifts Nikolaj Thams Sorawit Saengkyongam Niklas Pfister J. Peters OOD 124 10 0 22 May 2021