Bootstrapping Fitted Q-Evaluation for Off-Policy Inference

Bootstrapping Fitted Q-Evaluation for Off-Policy Inference

6 February 2021

Csaba Szepesvári

Mengdi Wang

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

11 / 11 papers shown

Title
Reinforcement Learning with Continuous Actions Under Unmeasured Confounding Yuhan Li Eugene Han Yifan Hu Wenzhuo Zhou Zhengling Qi Yifan Cui Ruoqing Zhu OffRL 251 0 0 01 May 2025
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 74 1 0 22 Feb 2025
Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy Keru Chen Honghao Wei Zhigang Deng Sen Lin OffRL OnRL 99 0 0 31 Dec 2024
Online Estimation and Inference for Robust Policy Evaluation in Reinforcement Learning Weidong Liu Jiyuan Tu Yichen Zhang Xi Chen OffRL 29 2 0 04 Oct 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 38 8 0 11 Apr 2023
A Reinforcement Learning Framework for Dynamic Mediation Analysis Linjuan Ge Jitao Wang C. Shi Zhanghua Wu Rui Song 31 5 0 31 Jan 2023
Variational Latent Branching Model for Off-Policy Evaluation Qitong Gao Ge Gao Min Chi Miroslav Pajic OffRL 41 6 0 28 Jan 2023
Quantile Off-Policy Evaluation via Deep Conditional Generative Learning Yang Xu C. Shi Shuang Luo Lan Wang R. Song OffRL 36 4 0 29 Dec 2022
Testing Stationarity and Change Point Detection in Reinforcement Learning Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 47 9 0 03 Mar 2022
Statistical Testing under Distributional Shifts Nikolaj Thams Sorawit Saengkyongam Niklas Pfister J. Peters OOD 74 9 0 22 May 2021
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 52 183 0 22 Aug 2019