Batch-SizeIndependentRegretBoundsfor CombinatorialSemi-BanditswithProbabilistically TriggeredArmsorIndependentArms

As a valuable by-product, the regret analysis used in this paper can improve several existing results by a factor ofO(logK).

Feb-9-2026, 08:44:21 GMT

Title
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms

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