Offline Reinforcement Learning with Instrumental Variables in Confounded
Markov Decision Processes

Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes

18 September 2022

Zuyue Fu

Michael R. Kosorok

Papers citing "Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes"

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 78 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
Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information Zuyue Fu Zhengling Qi Zhuoran Yang Zhaoran Wang Lan Wang OffRL 13 0 0 23 Dec 2022
Offline Policy Evaluation and Optimization under Confounding Chinmaya Kausik Yangyi Lu Kevin Tan Maggie Makar Yixin Wang Ambuj Tewari OffRL 13 8 0 29 Nov 2022