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标签“Batch”的相关文档，共22条

Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient
SparseFeatureSelectionMakesBatchReinforcementLearningMoreSampleEfﬁcientBotaoHao1YaqiDuan2TorLattimore1CsabaSzepesva´ri13MengdiWang21Abstract1.IntroductionThispaperprovidesastatisticalanalysisofhi...
Learning Feature Selection Sparse Reinforcement
2023-11-16 19:41:53605379.19 KB2
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Run-Sort-ReRun Escaping Batch Size Limitations in Sliced Wasserstein Generative Models
Run-Sort-ReRun:EscapingBatchSizeLimitationsinSlicedWassersteinGenerativeModelsJose´Lezama1WeiChen2QiangQiu2Abstract2017;Lietal.,2017;Mrouehetal.,2017;Heuseletal.,2017;Deshpandeetal.,2018).However,...
in Batch Sliced Escaping Limitations
2023-11-16 19:41:395178.22 MB6
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Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning
RiskBoundsandRademacherComplexityinBatchReinforcementLearningYaqiDuan1ChiJin2ZhiyuanLi3Abstractalgorithmsincludingsupportvectormachines(Cortes&Vapnik,1995;Suykens&Vandewalle,1999),boosting(Fre-This...
and Complexity in Batch bounds
2023-11-16 19:41:351938398.95 KB7
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On the Optimality of Batch Policy Optimization Algorithms
OntheOptimalityofBatchPolicyOptimizationAlgorithmsChenjunXiao12YifanWu3TorLittlemore4BoDai2JinchengMei12LihongLi†5CsabaSzepesvari14DaleSchuurmans12Abstractaﬁxeddatasetofpreviouslycollectedexperie...
of Optimization on the Policy
2023-11-16 19:15:478443.58 MB11
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Exponential Lower Bounds for Batch Reinforcement Learning Batch RL can be Exponentially Harder than Online RL
ExponentialLowerBoundsforBatchReinforcementLearning:BatchRLcanbeExponentiallyHarderthanOnlineRLAndreaZanette1AbstractweconsidertwoclassicalBatchRLproblems:1)theoff-policyevaluation(OPE)problem,wher...
for Reinforcement Batch bounds Exponential
2023-11-16 18:38:05906547.14 KB20
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Batch Value-function Approximation with Only Realizability
BatchValue-functionApproximationwithOnlyRealizabilityTengyangXie1NanJiang1Abstractthissubproblem,wecreateapiecewiseconstantfunctionclassofstatisticalcomplexityO(1/2)thatcanexpressbothWemakeprogress...
Approximation with Batch Only Value-function
2023-11-16 18:07:421656351.21 KB26
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TaskNorm Rethinking Batch Normalization for Meta-Learning
TASKNORM:RethinkingBatchNormalizationforMeta-LearningJohnBronskill1JonathanGordon1JamesRequeima12SebastianNowozin3RichardE.Turner13Abstractthe-artperformanceinarangeofbenchmarktasks(Finnetal.,2017;...
for Batch Meta-Learning Normalization Rethinking
2023-11-14 21:46:3912972.16 MB4
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Reducing Sampling Error in Batch Temporal Difference Learning
ReducingSamplingErrorinBatchTemporalDifferenceLearningBrahmaS.Pavse1IshanDurugkar1JosiahP.Hanna23PeterStone14Abstractpolicy(Puterman&Shin,1978;Bertsekas,1987;Konda&Tsitsiklis,2000).Thesealgorithmsr...
Sampling in Batch Temporal Error
2023-11-14 21:46:061565752.15 KB19
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PowerNorm Rethinking Batch Normalization in Transformers
PowerNorm:RethinkingBatchNormalizationinTransformersShengShen1ZheweiYao1AmirGholami1MichaelW.Mahoney1KurtKeutzer1Abstract1.IntroductionThestandardnormalizationmethodforneuralNormalizationhasbecomeo...
in Batch Normalization Rethinking PowerNorm
2023-11-14 21:45:535561007.85 KB1
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History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms
History-GradientAidedBatchSizeAdaptationforVarianceReducedAlgorithmsKaiyiJi1ZheWang1BowenWeng1YiZhou2WeiZhang3YingbinLiang1AbstracthavebeenproposedtoreducethevarianceofSGD.Suchvariancereductiontech...
for Adaptation Variance Batch Aided
2023-11-14 21:44:3011336.46 MB1
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Batch Stationary Distribution Estimation
BatchStationaryDistributionEstimationJunfengWen1BoDai2LihongLi2DaleSchuurmans12Abstractunderlyingprocess.Nevertheless,onewouldstillliketoestimatetargetpropertiesofthestationarydistribution,suchWeco...
Estimation Distribution Batch Stationary
2023-11-14 21:43:1217291.8 MB21
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Batch Reinforcement Learning with Hyperparameter Gradients
BatchReinforcementLearningwithHyperparameterGradientsByung-JunLee1JongminLee1PeterVrancx2DonghoKim2Kee-EungKim23Abstractrealenvironment.However,thisapproachrequiresalotofhumaneffortincludingdomaine...
Learning with Reinforcement Gradients Batch
2023-11-14 21:43:115413.82 MB8
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Transferability vs. Discriminability Batch Spectral Penalization for Adversarial Domain Adaptation
Transferabilityvs.Discriminability:BatchSpectralPenalizationforAdversarialDomainAdaptationXinyangChen1SinanWang1MingshengLong1JianminWang1Abstractscaledatasetscanbeleveraged(Torralba&Efros,2011).Ad...
for Spectral Batch vs.Transferability
2023-11-13 14:48:5111973.96 MB1
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Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization
QuantileSteinVariationalGradientDescentforBatchBayesianOptimizationChengyueGong1JianPeng2QiangLiu1AbstractorexpensiveobjectivefunctionasarandomvariableandleverageBayesianinference,typicallywithaGau...
for Variational Gradient Descent Batch
2023-11-13 14:48:201161569.32 KB7
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Information-Theoretic Considerations in Batch Reinforcement Learning
Information-TheoreticConsiderationsinBatchReinforcementLearningJinglinChen1NanJiang1AbstractwhentheyworkiscentraltoourunderstandingofRL.Ex-istingworksthatanalyzeerrorpropagationandﬁnitesam-Value-f...
Learning Reinforcement in Batch Information-theoretic
2023-11-13 14:47:311249389.51 KB8
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Batch Policy Learning under Constraints
BatchPolicyLearningunderConstraintsHoangM.Le1CameronVoloshin1YisongYue1Abstractdeed,manysuchreal-worldapplicationsrequiretheprimaryobjectivefunctionbeaugmentedwithanappropriatesetofWhenlearningpoli...
Learning Policy under Batch Constraints
2023-11-13 14:46:2916381.11 MB11
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Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
AsynchronousBatchBayesianOptimisationwithImprovedLocalPenalisationAhsanS.Alvi12BinxinRu1JanCalliess13StephenJ.Roberts123MichaelA.Osborne12Abstractexample,considertheoptimisationofthenumberofunitsin...
with Local Asynchronous Bayesian Batch
2023-11-13 14:46:2711777.17 MB16
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A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent
AQuantitativeAnalysisoftheEffectofBatchNormalizationonGradientDescentYongqiangCai1QianxiaoLi12ZuoweiShen1AbstracteffectsofBNareattributedtotheso-called“reductionofcovariateshift”.However,itisuncl...
of Analysis the Batch effect
2023-11-13 14:46:141565913.91 KB19
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Fast Variance Reduction Method with Stochastic Batch Size
FastVarianceReductionMethodwithStochasticBatchSizeXuanqingLiu1Cho-JuiHsieh12AbstractHereweassumeeachfi(w)isaµ-stronglyconvex,L-smoothfunction,theregularizationtermg(w)isconvexInthispaperwestudyafa...
with Stochastic Variance Reduction Fast
2023-11-13 11:59:34761538.59 KB11
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Bayesian Uncertainty Estimation for Batch Normalized Deep Networks
BayesianUncertaintyEstimationforBatchNormalizedDeepNetworksMattiasTeye12HosseinAzizpour1KevinSmith13Abstractorifthenetworkisconfrontedwithadversarialexamples(Goodfellowetal.,2014).Whenexposedtodata...
for Deep Bayesian Estimation Batch
2023-11-13 11:59:0816371.02 MB14
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