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标签“Identification”的相关文档，共23条

Reward Identification in Inverse Reinforcement Learning
RewardIdentiﬁcationinInverseReinforcementLearningKunoKim1KirankumarShiragur1ShivamGarg1StefanoErmon1AbstractMDPstobuildcomputationalmodels(Niv,2009)ofreal-world,rationaldecisionmakerssuchasinvesto...
Learning Identification Reinforcement in Inverse
2023-11-16 19:41:34829707.94 KB14
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Quantile Bandits for Best Arms Identification
QuantileBanditsforBestArmsIdentiﬁcationMengyanZhang12ChengSoonOng21AbstractMean0.5-QuantileMean0.8-QuantileWeconsideravariantofthebestarmidentiﬁca-A3.503.50C1.452.33tiontaskinstochasticmulti-arme...
for Identification Bandits Quantile Best
2023-11-16 19:28:3715836.12 MB24
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Probabilistic Sequential Shrinking A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
ProbabilisticSequentialShrinking:ABestArmIdentiﬁcationAlgorithmforStochasticBanditswithCorruptionsZixinZhong1WangChiCheung23VincentY.F.Tan134Abstractofoptions,sayL=10,todesignanear-optimalvaccine....
Identification Algorithm Probabilistic Sequential Best
2023-11-16 19:28:321167470.13 KB6
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Lenient Regret and Good-Action Identification in Gaussian Process Bandits
LenientRegretandGood-ActionIdentiﬁcationinGaussianProcessBanditsXuCai1SelwynGomes1JonathanScarlett12Abstractgorithmscanoftenbeappliedinauniﬁedmannerinthesetwosettings.Inthispaper,westudytheproble...
Identification and Gaussian in Regret
2023-11-16 19:05:061278565.8 KB30
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Feature Clustering for Support Identification in Extreme Regions
FeatureClusteringforSupportIdentiﬁcationinExtremeRegionsHamidJalalzai12Re´miLeluc1Abstractseveralrecentstudies:inanomalydetection(Roberts,1999;Cliftonetal.,2011;Goixetal.,2016;Thomasetal.,2017),U...
for Feature Identification in Clustering
2023-11-16 18:38:09563674.98 KB6
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Diffusion Source Identification on Networks with Statistical Confidence
DiffusionSourceIdentiﬁcationonNetworkswithStatisticalConﬁdenceQuinlanDawkins1TianxiLi2HaifengXu1Abstractleakageproblems(Newmanetal.,2002;Halperin&Al-mogy,2002;Xu&Ren,2016).ThenegativeimpactsstemD...
Networks Identification with on Statistical
2023-11-16 18:31:081456567.08 KB27
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Best Arm Identification in Graphical Bilinear Bandits
BestArmIdentiﬁcationinGraphicalBilinearBanditsGeovaniRizk12AlbertThomas2IgorColin2RidaLaraki13YannChevaleyre1Abstractagent(e.g.,alltheconﬁgurationparametersoftheantennas),andreceivesanassociatedg...
Identification in Graphical Bandits Best
2023-11-16 18:07:4517181.06 MB30
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Best Model Identification A Rested Bandit Formulation
BestModelIdentiﬁcation:ARestedBanditFormulationLeonardoCella1MassimilianoPontil12ClaudioGentile3Abstract2002),thefeedbackgeneratedwhenpullinganarmismod-Weintroduceandanalyzeabestarmidentiﬁca-eled...
Identification Model Bandit Best Rested
2023-11-16 18:07:44830339.34 KB6
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Adaptive Sampling for Best Policy Identification in Markov Decision Processes
AdaptiveSamplingforBestPolicyIdentiﬁcationinMarkovDecisionProcessesAymenAlMarjani1AlexandreProutiere2Abstractcertainty.Thispaper,asmostrelatedworkinthisﬁeld,fo-cusesonsystemsandcontrolobjectivest...
Adaptive for Identification Sampling in
2023-11-16 18:00:25769428.25 KB20
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Scalable Identification of Partially Observed Systems with Certainty-Equivalent EM
ScalableIdentiﬁcationofPartiallyObservedSystemswithCertainty-EquivalentEMKunalMenda1JeandeBecdelie`vre1JayeshK.Gupta1IlanKroo1MykelJ.Kochenderfer1ZacharyManchester1Abstract···xtxt+1···System...
of Identification with Systems Scalable
2023-11-14 21:46:1918732.97 MB8
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Robust Outlier Arm Identification
RobustOutlierArmIdentiﬁcationYinglunZhu1SumeetKatariya2RobertNowak1Abstractobservedvalues,thebanditalgorithmhastodecidewhichitemtosampleateverytimet,soastoidentifytheoptimalWestudytheproblemofRobu...
Identification Robust Arm Outlier
2023-11-14 21:46:1413932.78 MB3
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Progressive Identification of True Labels for Partial-Label Learning
ProgressiveIdentiﬁcationofTrueLabelsforPartial-LabelLearningJiaqiLv1MiaoXu23LeiFeng4GangNiu2XinGeng1MasashiSugiyama25Abstractingproblemcalledpartial-labellearning(PLL)(Nguyen&Caruana,2008;Couretal...
of for Identification Labels Progressive
2023-11-14 21:45:5815741.82 MB26
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Manifold Identification for Ultimately Communication-Efficient Distributed Optimization
ManifoldIdentiﬁcationforUltimatelyCommunication-EfﬁcientDistributedOptimizationYu-ShengLi1Wei-LinChiang1Ching-peiLee2Abstractinrecentyears.Indistributedoptimization,theadditionalcomputingpowerand...
for Distributed Optimization Identification Communication-efficient
2023-11-14 21:45:079474 MB4
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Full Law Identification In Graphical Models Of Missing Data Completeness Results
FullLawIdentiﬁcationinGraphicalModelsofMissingData:CompletenessResultsRaziehNabi1RohitBhattacharya1IlyaShpitser1Abstractetal.,2008;Marstonetal.,2010).MNARmechanismsareexpectedtooccurquiteofteninpr...
of Identification Models in Graphical
2023-11-14 21:44:19645287.65 KB26
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Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets
EfﬁcientIdentiﬁcationinLinearStructuralCausalModelswithAuxiliaryCutsetsDanielKumor1CarlosCinelli2EliasBareinboim3Abstractysisintheﬁrstplace.Forinstance,ahealthscientistmaybeinterestedinknowingth...
Structural Efficient Identification Models in
2023-11-14 21:43:581320383.91 KB21
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Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting
BestArmIdentiﬁcationforCascadingBanditsintheFixedConﬁdenceSettingZixinZhong1WangChiCheung23VincentY.F.Tan134Abstractnextoneotherwise.Thisprocessstopswhensheclicksononeiteminthelistorifnoitemiscli...
for Identification in Bandits Best
2023-11-14 21:43:14602626.83 KB23
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PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits
PACIdentiﬁcationofManyGoodArmsinStochasticMulti-ArmedBanditsArghyaRoyChaudhuri1ShivaramKalyanakrishnan1Abstractdecision,whichproducesareal-valuedreward.Therewardisdrawni.i.d.fromadistributioncorre...
of Identification in Good PAC
2023-11-13 14:48:111061497.26 KB21
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Near optimal finite time Identification of arbitrary linear dynamical systems
NearoptimalﬁnitetimeidentiﬁcationofarbitrarylineardynamicalsystemsTuhinSarkar1AlexanderRakhlin2Abstractpopularlinearfeedbackcontrolsystemfoundinavarietyofdevices,fromplanetarysoftlandingsystemsfo...
of Identification Optimal Time Arbitrary
2023-11-13 14:47:57617773.34 KB6
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Causal Identification under Markov Equivalence Completeness Results
CausalIdentiﬁcationunderMarkovEquivalence:CompletenessResultsAminJaber1JijiZhang2EliasBareinboim1Abstractcities,andeventuallythescienceandtechnology-basedciv-ilizationweenjoytoday.Allbecauseweaske...
Identification Markov Causal under Equivalence
2023-11-13 14:46:35822284.42 KB12
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Feasible Arm Identification
FeasibleArmIdentiﬁcationJulianKatz-Samuels1ClaytonScott1Abstractagoodarmaremulti-dimensionalinnature.Forexam-ple,incrowdsourcingitisimportanttodistinguishgoodWeintroducethefeasiblearmidentiﬁcatio...
Identification Arm Feasible
2023-11-13 11:59:358462.85 MB15
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