SharingLessisMore:LifelongLearninginDeepNetworkswithSelectiveLayerTransferSeungwonLee1SimaBehpour2EricEaton1Abstract&Hospedales,2017;Leeetal.,2019;Liuetal.,2019b;Bulatetal.,2020),suchassharingthelo...
ContinuousCoordinationAsaRealisticScenarioforLifelongLearningHadiNekoei1AkileshBadrinaaraayanan12AaronCourville123SarathChandar143Abstract1.IntroductionCurrentdeepreinforcementlearning(RL)algo-Deep...
NeuralTopicModelingwithContinualLifelongLearningPankajGupta1YatinChaudhary12ThomasRunkler1HinrichSchu¨tze2Abstract(productline)(operatingKnowledgeBaseKnowledgeipad,apple,system)ofTopicsAccumulatio...
StateAbstractionsforLifelongReinforcementLearningDavidAbel1DilipArumugam1LucasLehnert1MichaelL.Littman1AbstractM<latexitsha1_base64="OX1ier/XMCCLr88ChMp6EICKr2E=">AAAEQnicZVNLb9NAEN4SHsW8WjhyWRGQip...
PolicyandValueTransferinLifelongReinforcementLearningDavidAbel†1YuuJinnai†1YueGuo1GeorgeKonidaris1MichaelL.Littman1Abstractcomputedpoliciesfromrelatedtasks(Ferna´ndez&Veloso,2006;Taylor&Stone,20...