TeachMyAgent:aBenchmarkforAutomaticCurriculumLearninginDeepRLCle´mentRomac1Re´myPortelas1KatjaHofmann2Pierre-YvesOudeyer1Abstractagentisunlikelytobeoptimalforcomplexlearningprob-lems.Buildingupon...
Student-TeacherCurriculumLearningviaReinforcementLearning:PredictingHospitalInpatientAdmissionLocationRasheedel-Bouri1DavidEyre12PeterWatkinson2TingtingZhu1DavidA.Clifton1Abstractrequestedafterthe4...
OnThePowerofCurriculumLearninginTrainingDeepNetworksGuyHacohen12DaphnaWeinshall1Abstracttypicallyreflectstheircomplexity.Thestudentisthengrad-uallyintroducedtotheseconceptsbyincreasingcomplexity,Tr...
MentorNet:LearningData-DrivenCurriculumforVeryDeepNeuralNetworksonCorruptedLabelsLuJiang1ZhengyuanZhou2ThomasLeung1Li-JiaLi1LiFei-Fei12Abstractonthecleantestdata.Althoughlearningmodelsonweaklylabel...
CurriculumLearningbyTransferLearning:TheoryandExperimentswithDeepNetworksDaphnaWeinshall1GadCohen1DanAmir1Abstractforcementlearning(e.g.Gravesetal.,2017).Althoughitremainedforthemostpartinthefringe...
AutomatedCurriculumLearningforNeuralNetworksAlexGraves1MarcG.Bellemare1JacobMenick1Re´miMunos1KorayKavukcuoglu1Abstractmenttothenexttask,alongwithafixedprobabilityofre-turningtoearliertasks,toprev...