{"title":"Optimal activation of halting multi‐armed bandit models","authors":"Wesley Cowan, M. Katehakis, S. Ross","doi":"10.1002/nav.22145","DOIUrl":null,"url":null,"abstract":"We study new types of dynamic allocation problems the Halting Bandit models. As an application, we obtain new proofs for the classic Gittins index decomposition result compare Gittins (Journal of the Royal Statistical Society, Series B, 1979, 41, 148–177), and recent results of the authors in Cowan and Katehakis (Probability in the Engineering and Informational Sciences, 2015, 29, 51–76).","PeriodicalId":19120,"journal":{"name":"Naval Research Logistics (NRL)","volume":"191 1","pages":"639 - 652"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Naval Research Logistics (NRL)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/nav.22145","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We study new types of dynamic allocation problems the Halting Bandit models. As an application, we obtain new proofs for the classic Gittins index decomposition result compare Gittins (Journal of the Royal Statistical Society, Series B, 1979, 41, 148–177), and recent results of the authors in Cowan and Katehakis (Probability in the Engineering and Informational Sciences, 2015, 29, 51–76).
本文研究了一类新的动态分配问题，即暂停班迪模型。作为应用，我们比较了Gittins (Journal of the Royal Statistical Society, Series B, 1979,41, 148-177)和Cowan and Katehakis (Probability in the Engineering and information Sciences, 2015,29, 51-76)的最新结果，获得了经典Gittins指数分解结果的新证明。
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