2025 "offline learning" Papers

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Contextual Thompson Sampling via Generation of Missing Data

Kelly W Zhang, Tianhui Cai, Hongseok Namkoong et al.

NeurIPS 2025posterarXiv:2502.07064
2
citations

Improved Confidence Regions and Optimal Algorithms for Online and Offline Linear MNL Bandits

Yuxuan Han, Jose Blanchet, Zhengyuan Zhou

NeurIPS 2025poster

Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach

Chenbei Lu, Zaiwei Chen, Tongxin Li et al.

NeurIPS 2025spotlightarXiv:2510.18687
1
citations