Poster "off-policy evaluation" Papers

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Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs

Qi Kuang, Jiayi Wang, Fan Zhou et al.

Cross-Domain Off-Policy Evaluation and Learning for Contextual Bandits

Yuta Natsubori, Masataka Ushiku, Yuta Saito

Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings

Houssam Zenati, Bariscan Bozkurt, Arthur Gretton

NEURIPS 2025arXiv:2506.02793

Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol

Pai Liu, Lingfeng Zhao, Shivangi Agarwal et al.

NEURIPS 2025arXiv:2502.08021

Model-based Reinforcement Learning for Confounded POMDPs

Mao Hong, Zhengling Qi, Yanxun Xu

Offline Transition Modeling via Contrastive Energy Learning

Ruifeng Chen, Chengxing Jia, Zefang Huang et al.

Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness

Samir Khan, Martin Saveski, Johan Ugander

Policy-conditioned Environment Models are More Generalizable

Ruifeng Chen, Xiong-Hui Chen, Yihao Sun et al.

Predictive Performance Comparison of Decision Policies Under Confounding

Luke Guerdan, Amanda Coston, Ken Holstein et al.

ICML 2024arXiv:2404.00848