"Regret"的相关文档

标签“Regret”的相关文档，共36条

Stable-Predictive Optimistic Counterfactual Regret Minimization
Stable-PredictiveOptimisticCounterfactualRegretMinimizationGabrieleFarina1ChristianKroer2NoamBrown1TuomasSandholm1345Abstractwereusedasanessentialingredientforallrecentmilestonesinthebenchmarkdomai...
Counterfactual Regret Minimization Optimistic Stable-Predictive
2023-11-13 14:48:36749383.55 KB6
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Regret Circuits Composability of Regret Minimizers
RegretCircuits:ComposabilityofRegretMinimizersGabrieleFarina1ChristianKroer2TuomasSandholm1345Abstractvariants,alongwithotherscalabilitytechniquessuchasreal-timeendgamesolving(Ganzfried&Sandholm,20...
of Regret Circuits Composability Minimizers
2023-11-13 14:48:221483517.51 KB12
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POLITEX Regret Bounds for Policy Iteration using Expert Prediction
POLITEX:RegretBoundsforPolicyIterationUsingExpertPredictionYasinAbbasi-Yadkori1PeterL.Bartlett2KushBhatia2NevenaLazic´3CsabaSzepesvári4GellértWeisz4Abstractmodel-basedalgorithms,andtheoreticalev...
for Using Policy Regret bounds
2023-11-13 14:48:151138942.58 KB26
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Deep Counterfactual Regret Minimization
DeepCounterfactualRegretMinimizationNoamBrown12AdamLerer1SamGross1TuomasSandholm23Abstractintwo-playerzero-sumgames.FormsoftabularCFRhavebeenusedinallrecentmilestonesinthebenchmarkdomainCounterfact...
Deep Counterfactual Regret Minimization
2023-11-13 14:46:505993.23 MB17
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Cautious Regret Minimization Online Optimization with Long-Term Budget Constraints
CautiousRegretMinimization:OnlineOptimizationwithLong-TermBudgetConstraintsNikolaosLiakopoulos12ApostolosDestounis1GeorgiosPaschos1ThrasyvoulosSpyropoulos2PanayotisMertikopoulos3Abstractafunctionof...
Online Optimization with Regret Minimization
2023-11-13 14:46:36735708.05 KB12
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Adaptive Regret of Convex and Smooth Functions
AdaptiveRegretofConvexandSmoothFunctionsLijunZhang1Tie-YanLiu2Zhi-HuaZhou1Abstractreal-worldapplication,wearealsofacinganotherdynamicchallenge—theoptimalsolutionmaychangecontinuously.Weinvestigate...
Adaptive of and Convex Functions
2023-11-13 14:46:19901287.5 KB5
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Tight Regret Bounds for Bayesian Optimization in One Dimension
TightRegretBoundsforBayesianOptimizationinOneDimensionJonathanScarlett1Abstract2010),whoconsiderthecumulativeRegret:WeconsidertheproblemofBayesianoptimiza-Ttion(BO)inonedimension,underaGaussianproc...
for Optimization Bayesian in Regret
2023-11-13 12:00:52516626.12 KB6
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Regret Minimization for Partially Observable Deep Reinforcement Learning
RegretMinimizationforPartiallyObservableDeepReinforcementLearningPeterJin1KurtKeutzer1SergeyLevine1Abstractfunction-basedmethods.Somepolicygradientmethodssuchasadvantageactor-critic(Mnihetal.,2016)...
for Reinforcement Deep Regret Minimization
2023-11-13 12:00:339383.35 MB1
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Make the Minority Great Again First-Order Regret Bound for Contextual Bandits
MaketheMinorityGreatAgain:First-OrderRegretBoundforContextualBanditsZeyuanAllen-Zhu1Se´bastienBubeck1YuanzhiLi2Abstract•Theadversaryselectsalossfunctiont:[K]→[0,1].Regretboundsinonlinelearningco...
the Regret Again First-Order Make
2023-11-13 12:00:07934401.22 KB10
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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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Dynamic Regret of Strongly Adaptive Methods
DynamicRegretofStronglyAdaptiveMethodsLijunZhang1TianbaoYang2RongJin3Zhi-HuaZhou1Abstractincurredbythelearnerandthatofthebestﬁxeddecisioninhindsight,i.e.,Tocopewithchangingenvironments,recentde-ve...
Adaptive of Methods Dynamic Regret
2023-11-13 11:59:30883362.17 KB2
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Regret Minimization in Behaviorally-Constrained Zero-Sum Games
RegretMinimizationinBehaviorally-ConstrainedZero-SumGamesGabrieleFarina1ChristianKroer1TuomasSandholm1Abstractset,andinstantiatingastandardRegretminimizerateachinformationsetinordertominimizelocalr...
in Regret Minimization Games Behaviorally-Constrained
2023-11-12 20:45:07762300.62 KB13
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Near-Optimal Design of Experiments via Regret Minimization
Near-OptimalDesignofExperimentsviaRegretMinimizationZeyuanAllen-Zhu1YuanzhiLi2AartiSingh3YiningWang3AbstractonewishestoselectknexperimentalsettingsfromXthatarethemoststatisticallyefﬁcientforestabl...
of via Regret Minimization Near-Optimal
2023-11-12 20:44:521441406.81 KB10
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Minimax Regret Bounds for Reinforcement Learning
MinimaxRegretBoundsforReinforcementLearningMohammadGheshlaghiAzar1IanOsband1RémiMunos1AbstractThemostcommonapproachtothislearningproblemistoseparatetheprocessofestimationandoptimization.Weconsider...
Learning for Reinforcement Regret bounds
2023-11-12 20:44:481617405.06 KB16
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Efficient Regret Minimization in Non-Convex Games
EfﬁcientRegretMinimizationinNon-ConvexGamesEladHazan1KaranSingh1CyrilZhang1AbstractInthispaperweinvestigatethegeneralizationofthenon-convexstatistical,orbatch,learningmodeltoonlinelearn-Weconsider...
Efficient in Non-convex Regret Minimization
2023-11-12 20:44:19804464.12 KB3
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Dueling Bandits with Weak Regret
DuelingBanditswithWeakRegretBangruiChen1PeterI.Frazier1AbstractWestudyamodelforthissettingcalledtheduelingbanditproblem(Yue&Joachims,2009).TheitemswemayofferWeconsideronlinecontentrecommendationwit...
with Dueling Bandits Weak Regret
2023-11-12 20:44:1711401.15 MB28
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