"Thompson"的相关文档

标签“Thompson”的相关文档，共9条

Optimal Thompson Sampling strategies for support-aware CVaR bandits
OptimalThompsonSamplingstrategiesforsupport-awareCVaRbanditsDorianBaudry1RomainGautron23EmilieKaufmann1Odalric-AmbrymMaillard1AbstractValueatRisk(CVaR)aswellasmoregenericcoherentspec-tralriskmeasur...
for Sampling Optimal Thompson Strategies
2023-11-16 19:28:2618023.03 MB1
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MOTS Minimax Optimal Thompson Sampling
MOTS:MinimaxOptimalThompsonSamplingTianyuanJin1PanXu2JiemingShi3XiaokuiXiao1QuanquanGu2Abstractplayingthebestarmandplayingthearmaccordingtothestrategy,whichisalsocalledtheregretofabanditstrategy.Th...
Sampling Optimal Minimax Thompson MOTS
2023-11-16 19:15:2920022.99 MB3
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Thompson Sampling via Local Uncertainty
ThompsonSamplingviaLocalUncertaintyZhendongWang1MingyuanZhou1Abstractbecomeacommonpractice.Sincethemodeltraininganddatacollectionusuallyhappenatthesametime,themodelThompsonsamplingisanefﬁcientalgo...
Sampling Local via Thompson Uncertainty
2023-11-14 21:46:471258784.54 KB12
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Thompson Sampling Algorithms for Mean-Variance Bandits
ThompsonSamplingAlgorithmsforMean-VarianceBanditsQiuyuZhu1VincentY.F.Tan123AbstractTheprimaryconcernofthisbodyofliteratureistoﬁndalearningalgorithmwhichcanmaximizetheexpectedcu-Themulti-armedbandi...
for Sampling Algorithms Bandits Thompson
2023-11-14 21:46:46597365.44 KB24
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On Thompson Sampling with Langevin Algorithms
OnThompsonSamplingwithLangevinAlgorithmsEricMazumdar1AldoPacchiano1Yi-AnMa23PeterL.Bartlett14MichaelI.Jordan14Abstractexploitationtradeoffs(Aueretal.,2002;LattimoreandSzepesva´ri,2020),whereinanal...
Sampling Algorithms with on Langevin
2023-11-14 21:45:361201341.36 KB14
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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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Racing Thompson an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors
RacingThompson:anEfﬁcientAlgorithmforThompsonSamplingwithNon-conjugatePriorsYichiZhou1JunZhu1JingweZhuo1AbstractAsoneofthemostimportantproblemsinlearninganddecision-makinginunknownenvironments,MAB...
for Efficient Sampling An Algorithm
2023-11-13 12:00:311427401.5 KB24
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Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems
ImprovedRegretBoundsforThompsonSamplinginLinearQuadraticControlProblemsMarcAbeille1AlessandroLazaric2Abstracthasbeenmostlyaddressedfollowingtwomainapproaches:optimism-in-face-of-uncertainty(OFU)and...
for Sampling in Regret bounds
2023-11-13 11:59:461691347.15 KB20
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Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space
ParallelandDistributedThompsonSamplingforLarge-scaleAcceleratedExplorationofChemicalSpaceJose´MiguelHerna´ndez-Lobato1JamesRequeima12EdwardO.Pyzer-Knapp34Ala´nAspuru-Guzik3Abstractcompoundsandpo...
for Distributed Sampling and Large-Scale
2023-11-12 20:45:0118121.05 MB25
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