"Semi-Bandits"的相关文档

(Locally) Differentially Private Combinatorial Semi-Bandits
(Locally)DifferentiallyPrivateCombinatorialSemi-BanditsXiaoyuChen1KaiZheng12ZixinZhou3YunchangYang4WeiChen5LiweiWang14Abstractbasearmsandalearner(orcalledaserver)interactswiththeenvironmentforTroun...
Differentially Private Combinatorial Locally Semi-Bandits
2023-11-14 17:19:251475463.61 KB24
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Beating Stochastic and Adversarial Semi-Bandits Optimally and Simultaneously
BeatingStochasticandAdversarialSemi-BanditsOptimallyandSimultaneouslyJulianZimmert1HaipengLuo2Chen-YuWei2Abstracttrary,theminimaxoptimalregretisoforderO(√T)(Aueretal.,2002).Wedeveloptheﬁrstgenera...
Adversarial and Stochastic optimally Semi-Bandits
2023-11-13 14:46:301644438.98 KB22
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Thompson Sampling for Combinatorial Semi-Bandits
ThompsonSamplingforCombinatorialSemi-BanditsSiweiWang1WeiChen2AbstractdifferenceoverTstepsbetweenalwaysplayingthearmwiththeoptimalexpectedrewardandplayingthearmsWestudytheapplicationoftheThompsonsa...
for Sampling Thompson Combinatorial Semi-Bandits
2023-11-13 12:00:52920374.95 KB5
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