"Contextual"的相关文档

Provably Optimal Algorithms for Generalized Linear Contextual Bandits
ProvablyOptimalAlgorithmsforGeneralizedLinearContextualBanditsLihongLi1YuLu2DengyongZhou1Abstractetal.,2009;Lietal.,2010;2012).Intheproblemofper-sonalizednewsrecommendation,thewebsitemustrecom-Cont...
for Algorithms Optimal Contextual Provably
2023-11-12 20:45:04691312.21 KB5
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Optimal and Adaptive Off-policy Evaluation in Contextual Bandits
OptimalandAdaptiveOff-policyEvaluationinContextualBanditsYu-XiangWang1AlekhAgarwal2MiroslavDudík2Abstractnotscaletoevaluatingmanydifferenttargetpolicies.Westudytheoff-policyevaluationproblem—Off-...
Adaptive and in Optimal Off-Policy
2023-11-12 20:44:581385390.4 KB9
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Contextual Decision Processes with low Bellman rank are PAC-Learnable
ContextualDecisionProcesseswithlowBellmanrankarePAC-LearnableNanJiang1AkshayKrishnamurthy2AlekhAgarwal3JohnLangford3RobertE.Schapire3AbstracteralizeMDPswherethestateformsthecontext(Ex.1)andPOMDPswh...
Rank with Contextual Decision Processes
2023-11-12 20:44:041462361.92 KB15
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