"Multi-task"的相关文档

标签“Multi-task”的相关文档，共12条

Multi-task Reinforcement Learning with Context-based Representations
Multi-taskReinforcementLearningwithContext-basedRepresentationsShagunSodhani1AmyZhang123JoellePineau123Abstractreinforcementlearning(MTRL)isapromisingapproachtotraineffectivereal-worldagents(Tanaka...
Learning Representations with Reinforcement Multi-task
2023-11-16 19:15:319551.64 MB16
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LTL2Action Generalizing LTL Instructions for Multi-task RL
LTL2Action:GeneralizingLTLInstructionsforMulti-taskRLPashootanVaezipoor12AndrewC.Li12RodrigoToroIcarte12SheilaMcIlraith123Abstractapproachesdonotscalewellbecausetheyrequire(foreverypossibleenvironm...
for Multi-task Generalizing RL LTL2Action
2023-11-16 19:05:1111881.78 MB6
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Bridging Multi-task Learning and Meta-Learning Towards Efficient Training and Effective Adaptation
BridgingMulti-taskLearningandMeta-Learning:TowardsEfﬁcientTrainingandEffectiveAdaptationHaoxiangWang1HanZhao1BoLi1Abstract1.IntroductionMulti-tasklearning(MTL)aimstoimprovetheMulti-tasklearninghas...
Learning Efficient and Multi-task Meta-Learning
2023-11-16 18:11:161221622.28 KB22
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Task Understanding from Confusing Multi-task Data
TaskUnderstandingfromConfusingMulti-taskDataXinSu12YizhouJiang1ShangqiGuo13FengChen132AbstractTaskAnnotationLabelAnnotationBeyondmachinelearning’ssuccessinthespeciﬁcTaskTAasnkno1tationSampleAnnot...
from Data Multi-task Understanding Task
2023-11-14 21:46:399544.19 MB3
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Multi-task Learning with User Preferences Gradient Descent with Controlled Ascent in Pareto Optimization
Multi-taskLearningwithUserPreferences:GradientDescentwithControlledAscentinParetoOptimizationDebabrataMahapatra1VaibhavRajan2Abstract2019a),naturallanguageprocessing(Liuetal.,2019b)andbioinformatic...
Learning with Gradient Descent Preferences
2023-11-14 21:45:181620872.7 KB8
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Learning to Branch for Multi-task Learning
LearningtoBranchforMulti-taskLearningPengshengGuo1Chen-YuLee1DanielUlbricht1Abstractpreferssomehypothesesoverotherhypotheses.Fromthepointofviewofanysingletask,theothertasksserveasTrainingmultipleta...
Learning for to Multi-task Branch
2023-11-14 21:44:576373.52 MB22
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Efficient Continuous Pareto Exploration in Multi-task Learning
EffcientContinuousParetoExplorationinMulti-taskLearningPingchuanMa1TaoDu1WojciechMatusik1Abstractgiverisetoasetofsolutions,knownastheParetoset,withvaryingpreferencesondifferentobjectives.Tasksinmul...
Learning Efficient in Exploration Multi-task
2023-11-14 21:43:587486.5 MB18
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Adaptive Adversarial Multi-task Representation Learning
AdaptiveAdversarialMulti-taskRepresentationLearningYurenMao1WeiweiLiu2XueminLin1Abstractrestrictthehypothesisclassbyenforcingallthetaskstoshareanidenticaldistributionintherepresentationspace.Advers...
Adaptive Learning Adversarial Multi-task Representation
2023-11-14 21:42:5715431.4 MB23
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Deep Asymmetric Multi-task Feature Learning
DeepAsymmetricMulti-taskFeatureLearningHaeBeomLee12EunhoYang32SungJuHwang32Abstracttivetransferproblembyallowingasymmetricknowledgetransferbetweentasksthroughinter-taskparameterregular-WeproposeDee...
Learning Feature Deep Asymmetric Multi-task
2023-11-13 11:59:2311262.85 MB14
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Zero-Shot Task Generalization with Multi-task Deep Reinforcement Learning
Zero-ShotTaskGeneralizationwithMulti-taskDeepReinforcementLearningJunhyukOh1SatinderSingh1HonglakLee12PushmeetKohli3AbstractFigure1:Exampleof3Dworldandinstructions.Theagentistaskedtoexecutelongerse...
with Reinforcement Deep Zero-Shot Multi-task
2023-11-12 20:45:318251.37 MB26
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Multi-task Learning with Labeled and Unlabeled Tasks
Multi-taskLearningwithLabeledandUnlabeledTasksAnastasiaPentina1ChristophH.Lampert1Abstractisavailable.Inpractice,itishighlydesirabletobeabletohandlethissituationforproblemswithaverylargenumberInmul...
Learning and with Multi-task Labeled
2023-11-12 20:44:5116661.91 MB12
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Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
DeepDecentralizedMulti-taskMulti-AgentReinforcementLearningunderPartialObservabilityShayeganOmidshaﬁei1JasonPazis1ChristopherAmato2JonathanP.How1JohnVian3Abstractpartialobservabilityandlimitedcomm...
Learning Reinforcement Deep Multi-Agent Decentralized
2023-11-12 20:44:0817921.05 MB9
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