"Dynamics"的相关文档

标签“Dynamics”的相关文档，共31条

Understanding MCMC Dynamics as Flows on the Wasserstein Space
UnderstandingMCMCDynamicsasFlowsontheWassersteinSpaceChangLiu1JingweiZhuo1JunZhu1AbstractdistributionminimizestheKLdivergencetothetargetdistri-bution.TheyfullyexploittheapproximationabilityofasetIt...
on the Flows as MCMC
2023-11-13 14:48:531879808.74 KB12
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Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
Task-AgnosticDynamicsPriorsforDeepReinforcementLearningYilunDu1KarthikNarasimhan2Abstracttt+1Whilemodel-baseddeepreinforcementlearningFigure1.TwodifferentenvironmentswithobjectDynamicsthat(RL)holds...
Learning for Reinforcement Deep Dynamics
2023-11-13 14:48:43646757.21 KB23
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Switching Linear Dynamics for Variational Bayes Filtering
SwitchingLinearDynamicsforVariationalBayesFilteringPhilipBecker-Ehmck12JanPeters2PatrickvanderSmagt1Abstractexample,whenlookingatthemovementofanarm,oneisin-tuitivelyawareofcertainrestrictionsofposs...
for Variational Bayes Linear Dynamics
2023-11-13 14:48:42723949.8 KB2
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Scale-free adaptive planning for deterministic Dynamics & discounted rewards
Scale-freeadaptiveplanningfordeterministicDynamics&discountedrewardsPeterL.Bartlett1VictorGabillon2JenniferHealey3MichalValko4Abstractsetting.Ouralgorithmimplementsascale-freefunctionop-timizations...
Adaptive for Planning Dynamics Scale-free
2023-11-13 14:48:29733513.55 KB14
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Neuron birth-death Dynamics accelerates gradient descent and converges asymptotically
Globalconvergenceofneuronbirth-deathDynamicsGrantM.Rotskoff1SamyJelassi23JoanBruna12EricVanden-Eijnden1Abstractticgradientdescentconvergeasymptoticallytothetargetfunctioninthelargedatalimit.Neuraln...
and Gradient Descent Accelerates Birth-Death
2023-11-13 14:47:591569596.56 KB6
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Learning Latent Dynamics for Planning from Pixels
LearningLatentDynamicsforPlanningfromPixelsDanijarHafner12TimothyLillicrap3IanFischer4RubenVillegas15DavidHa1HonglakLee1JamesDavidson1Abstractenoughforplanninghasbeenalong-standingchallenge.Keydif...
Learning for from Latent Planning
2023-11-13 14:47:391768815.13 KB29
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The Dynamics of Learning A Random Matrix Approach
TheDynamicsofLearning:ARandomMatrixApproachZhenyuLiao1RomainCouillet12AbstractToanswersuchaquestion,statisticallearningtheoryhasproposedinterpretationsfromtheviewpointofsystemcom-Understandingthele...
Learning of Matrix the random
2023-11-13 12:00:491007726.49 KB28
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Robust and Scalable Models of Microbiome Dynamics
RobustandScalableModelsofMicrobiomeDynamicsTravisE.Gibson1GeorgK.Gerber1Abstract1.IntroductionMicrobesareeverywhere,includinginandonourThehumanmicrobiomeconstitutesallthemicroorganismsbodies,andhav...
of Models and Robust Scalable
2023-11-13 12:00:345682.26 MB6
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Learning Dynamics of Linear Denoising Autoencoders
LearningDynamicsofLinearDenoisingAutoencodersArnuPretorius12SteveKroon12HermanKamper3AbstractLarsson,2017),tonamejustafewareas.Denoisingau-toencoders(DAEs)areanextensionofautoencoderswhichDenoising...
Learning of Autoencoders Linear Dynamics
2023-11-13 11:59:5518201.75 MB12
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Constraining the Dynamics of Deep Probabilistic Models
ConstrainingtheDynamicsofDeepProbabilisticModelsMarcoLorenzi1MaurizioFilippone2Abstractmenttoprovideamorepreciseandrealisticdescriptionofnaturalphenomena.Forexample,monotonicityoftheinter-Weintrodu...
of Models Deep the Probabilistic
2023-11-13 11:59:1813342.32 MB7
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Comparing Dynamics Deep Neural Networks versus Glassy Systems
ComparingDynamics:DeepNeuralNetworksversusGlassySystemsMarcoBaity-Jesi1LeventSagun23MarioGeiger3StefanoSpigler32Ge´rardBenArous4ChiaraCammarota5YannLeCun467MatthieuWyart3GiulioBiroli28Abstractdere...
Neural Networks Deep Comparing Dynamics
2023-11-13 11:59:159971.6 MB18
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