"batch learning" Papers

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Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits

Zihan Zhang, Xiangyang Ji, Yuan Zhou

ICLR 2025arXiv:2110.08057
11
citations

Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning

Rishabh Agrawal, Nathan Dahlin, Rahul Jain et al.

AAAI 2025paperarXiv:2408.09125
1
citations

A General Framework for Sequential Decision-Making under Adaptivity Constraints

Nuoya Xiong, Zhaoran Wang, Zhuoran Yang

ICML 2024arXiv:2306.14468
6
citations