RRL:ResNetasrepresentationforReinforcementLearningRutavShah1VikashKumar2AbstractSupervisedLearningTheabilitytoautonomouslylearnbehaviorsviaReinforcementdirectinteractionsinuninstrumentedenviron-Lea...
AMean-fieldAnalysisofDeepResNetandBeyond:TowardsProvableOptimizationViaOverparameterizationFromDepthYipingLu1ChaoMa2YulongLu3JianfengLu3LexingYing4Abstract1.IntroductionTrainingdeepneuralnetworkswi...
LearningDeepResNetBlocksSequentiallyusingBoostingTheoryFurongHuang1JordanT.Ash2JohnLangford3RobertE.Schapire3Abstract&Szegedy,2015;Simonyan&Zisserman,2014;Szegedyetal.,2015)andobjectrecognition(Gir...