BootstrapLatent-PredictiveRepresentationsforMultitaskReinforcementLearningDanielGuo1BernardoAvilaPires1BilalPiot1JeanBastienGrill2FlorentAltché2RémiMunos2MohammadGheshlaghiAzar1Abstracttitaskandp...
AMultitaskMultipleKernelLearningAlgorithmforSurvivalAnalysiswithApplicationtoCancerBiologyOnurDereli1CeydaOg˘uz2MehmetGo¨nen234Abstract(Cox,1972;Cox&Oakes,1984;Bakkeretal.,2004;Shiv-aswamyetal.,2...
Pseudo-taskAugmentation:FromDeepMultitaskLearningtoIntrataskSharing—andBackElliotMeyerson12RistoMiikkulainen12Abstract2018).DeepMTLreliesontrainingsignalsfrommultipledatasetstotraindeepstructureth...
NottoCryWolf:DistantlySupervisedMultitaskLearninginCriticalCarePatrickSchwab1EmanuelaKeller2CarlMuroi2DavidJ.Mack2ChristianStra¨ssle2WalterKarlen1AbstractIntracranialPressureAlarmRelevantArterialB...
ModularMultitaskReinforcementLearningwithPolicySketchesJacobAndreas1DanKlein1SergeyLevine1Abstractτ1:makeplanksΠ1τ2:makesticksΠ2b1:getwoodK1π1WedescribeaframeworkforMultitaskdeepre-b2:useworkb...
LearningtoDetectSepsiswithaMultitaskGaussianProcessRNNClassifierJosephFutoma1SanjayHariharan1KatherineHeller1Abstractforeveryhourthattreatmentisdelayedaftertheonsetofhypotension(Kumaretal.,2006).It...
HierarchyThroughCompositionwithMultitaskLMDPsAndrewM.Saxe1AdamC.Earle2BenjaminRosman23Abstractactionsforeachjointindividually(Mausam&Weld,2008).Finally,the‘tasks’performedbyanagentmaycomeinHierar...