MetaCURE:MetaReinforcementLearningwithEmpowerment-DrivenExplorationJinZhang1JianhaoWang1HaoHu1TongChen1YingfengChen2ChangjieFan2ChongjieZhang1Abstractwithsparserewardsremainschallenging,astask-rele...
MetaLearningforSupportRecoveryinHigh-dimensionalPrecisionMatrixEstimationQianZhang1YilinZheng2JeanHonorio2Abstract1.IntroductionInthispaper,westudyMetalearningforsup-Precision(orinversecovariance)m...
MemoryEfficientOnlineMetaLearningDurmusAlpEmreAcar1RuizhaoZhu1VenkateshSaligrama1AbstractWhilehumanlearningisevidentlytheinspirationfortradi-tionalMeta-learningapproaches,therearesignificantdif-Wep...
ExplorationinApproximateHyper-StateSpaceforMetaReinforcementLearningLuisaZintgraf1LeoFeng2CongLu1MaximilianIgl1KristianHartikainen1KatjaHofmann3ShimonWhiteson1AbstractFigure1.IllustrationoftheMeta-...
ADistribution-DependentAnalysisofMeta-LearningMikhailKonobeev1IljaKuzborskij2CsabaSzepesva´ri12Abstract“similar”tothepreviousones.IntheformalframeworkofstatisticalMeta-learningofBaxter(2000),the...
MetaVarianceTransfer:LearningtoAugmentfromTheOthersSeong-JinPark1SeungjuHan1JiwonBaek1InsooKim1JuhwanSong1HaeBeomLee2Jae-JoonHan1SungJuHwang2Abstractcepts.However,collectingacompletedatasetwithallp...
MetaNetworksTsendsurenMunkhdalai1HongYu1AbstractMemoryNeuralnetworkshavebeensuccessfullyappliedMetaMemoryaccessFastinapplicationswithalargeamountoflabeledlearnerFastweightsparameterizationdata.Howe...