An Instrumental Variable Approach to Confounded Off-Policy Evaluation

29 December 2022

Papers citing "An Instrumental Variable Approach to Confounded Off-Policy Evaluation"

4 / 4 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 63 0 0 01 May 2025
Learning Decision Policies with Instrumental Variables through Double Machine Learning Daqian Shao Ashkan Soleymani Francesco Quinzan Marta Z. Kwiatkowska 24 1 0 14 May 2024
A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning Pan Zhao Yifan Cui CML 18 1 0 14 Oct 2023
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes Zuyue Fu Zhengling Qi Zhaoran Wang Zhuoran Yang Yanxun Xu Michael R. Kosorok OffRL 27 15 0 18 Sep 2022