Optimal Activation of Halting Multi-Armed Bandit Models

Published 20 Apr 2023 in stat.ML and cs.LG | (2304.10302v1)

Abstract: We study new types of dynamic allocation problems the {\sl Halting Bandit} models. As an application, we obtain new proofs for the classic Gittins index decomposition result and recent results of the authors in `Multi-armed bandits under general depreciation and commitment.'

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