"Information-theoretic"的相关文档

Policy Information Capacity Information-theoretic Measure for Task Complexity in Deep Reinforcement Learning
PolicyInformationCapacity:Information-theoreticMeasureforTaskComplexityinDeepReinforcementLearningHirokiFuruta1TatsuyaMatsushima1TadashiKozuno2YutakaMatsuo1SergeyLevine3OﬁrNachum3ShixiangShaneGu3A...
for Capacity Policy Information Task
2023-11-16 19:28:2918272.55 MB28
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Information-theoretic Local Minima Characterization and Regularization
Information-theoreticLocalMinimaCharacterizationandRegularizationZhiweiJia1HaoSu1Abstractinitionsof“ﬂatness/sharpness”havebeenintroducedandanalyzed(Keskaretal.,2017;Neyshaburetal.,2018;2017;Rece...
and Local Minima Regularization Information-theoretic
2023-11-14 21:44:401507650.54 KB22
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The Information-theoretic value of unlabeled data in semi-supervised learning
TheInformation-theoreticValueofUnlabeledDatainSemi-SupervisedLearningAlexanderGolovnev1Da´vidPa´l2Bala´zsSzo¨re´nyi2Abstractofalgorithmsindexedbythe(uncountablymany)distri-butionsoverthedomain...
of the Data in Value
2023-11-13 14:48:45609376.33 KB20
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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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Learning to Explain An Information-theoretic Perspective on Model Interpretation
LearningtoExplain:AnInformation-theoreticPerspectiveonModelInterpretationJianboChen12LeSong34MartinJ.Wainwright15MichaelI.Jordan1Abstractisfeatureselection,whichselectsasubsetoffeaturesthatareusefu...
Learning An on to Perspective
2023-11-13 12:00:0014062.11 MB2
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Fast Information-theoretic Bayesian Optimisation
FastInformation-theoreticBayesianOptimisationBinxinRu1MarkMcLeod1DiegoGranziol1MichaelA.Osborne12Abstractofproblemsaregenerallynon-convexandtheirclosed-formexpressionsandderivativesareunknown(Shahr...
Bayesian Fast Optimisation Information-theoretic
2023-11-13 11:59:33989919.77 KB8
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