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Exact Regret Frontiers and Externality Scheduling in Centralized Serial-Dictatorship Bandits

Xu, Lishang et al.
arXiv (All) · Papers
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computer-science-and-game-theory
Exploration in centralized serial-dictatorship matching bandits must use complete matchings, so learning one player--arm pair can impose regret on others. We study this externality under a known common priority order and Gaussian rewards with unit variance. We show that the matching-level Graves--La
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