Model-Free and Model-Based Policy Evaluation when Causality is Uncertain

2 April 2022

Papers citing "Model-Free and Model-Based Policy Evaluation when Causality is Uncertain"

9 / 9 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 292 0 0 01 May 2025
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes Andrew Bennett Nathan Kallus Miruna Oprescu Wen Sun Kaiwen Wang AAML OffRL 60 1 0 29 Mar 2024
Why Online Reinforcement Learning is Causal Oliver Schulte Pascal Poupart CML OffRL 56 1 0 07 Mar 2024
A Survey on Causal Reinforcement Learning Yan Zeng Ruichu Cai Gang Hua Libo Huang Zhifeng Hao CML 51 27 0 10 Feb 2023
Robust Fitted-Q-Evaluation and Iteration under Sequentially Exogenous Unobserved Confounders David Bruns-Smith Angela Zhou OffRL 25 9 0 01 Feb 2023
Offline Policy Evaluation and Optimization under Confounding Chinmaya Kausik Yangyi Lu Kevin Tan Maggie Makar Yixin Wang Ambuj Tewari OffRL 43 8 0 29 Nov 2022
Learning Mixtures of Markov Chains and MDPs Chinmaya Kausik Kevin Tan Ambuj Tewari 41 11 0 17 Nov 2022
Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models Rui Miao Zhengling Qi Xiaoke Zhang OffRL 44 10 0 21 Sep 2022
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 55 183 0 22 Aug 2019