Offline Policy Evaluation and Optimization under Confounding

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Offline Policy Evaluation and Optimization under Confounding

International Conference on Artificial Intelligence and Statistics (AISTATS), 2022

29 November 2022

Chinmaya Kausik

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Papers citing "Offline Policy Evaluation and Optimization under Confounding"

6 / 6 papers shown

Title
Confounding Robust Deep Reinforcement Learning: A Causal Approach Mingxuan Li Junzhe Zhang Elias Bareinboim OffRL CML 148 0 0 24 Oct 2025
Off-Policy Evaluation for Sequential Persuasion Process with Unobserved Confounding Nishanth Venkatesh S. Heeseung Bang Andreas A. Malikopoulos OffRL 153 1 0 01 Apr 2025
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2024 Shuguang Yu Shuxing Fang Ruixin Peng Zhengling Qi Fan Zhou C. Shi CML OffRL 240 5 0 08 Dec 2024
A Natural Extension To Online Algorithms For Hybrid RL With Limited Coverage Kevin Tan Ziping Xu OffRL OnRL 253 5 0 07 Mar 2024
Why Online Reinforcement Learning is Causal Oliver Schulte Pascal Poupart CML OffRL 248 2 0 07 Mar 2024
Offline Recommender System Evaluation under Unobserved Confounding Olivier Jeunen Ben London OffRL 142 6 0 08 Sep 2023