Poster "off-policy evaluation" Papers

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

Yuta Natsubori, Masataka Ushiku, Yuta Saito

ICLR 2025poster

Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings

Houssam Zenati, Bariscan Bozkurt, Arthur Gretton

NeurIPS 2025posterarXiv:2506.02793
1
citations

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

Pai Liu, Lingfeng Zhao, Shivangi Agarwal et al.

NeurIPS 2025posterarXiv:2502.08021
4
citations

Model-based Reinforcement Learning for Confounded POMDPs

Mao Hong, Zhengling Qi, Yanxun Xu

ICML 2024poster

Offline Transition Modeling via Contrastive Energy Learning

Ruifeng Chen, Chengxing Jia, Zefang Huang et al.

ICML 2024poster

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

Samir Khan, Martin Saveski, Johan Ugander

ICML 2024poster

Policy-conditioned Environment Models are More Generalizable

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

ICML 2024poster

Predictive Performance Comparison of Decision Policies Under Confounding

Luke Guerdan, Amanda Coston, Ken Holstein et al.

ICML 2024poster