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Bandits with Multiple Optimal Arms: Minimax Regret and Non-Adaptivit

We study multi-armed bandits (MAB) with multiple optimal arms, motivated by the fact that many practical decision making problems admit multiple correct answers.

By Kaixuan Ji, Qiwei Di, Qingyue Zhao, Heyang Zhao, Quanquan GuarXiv - stat.ML

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Originally published by arXiv - stat.ML on Oct 1, 2026.

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