LearningtoActinDecentralizedPartiallyObservableMDPsJillesS.Dibangoye1OlivierBuffet2AbstractPerhapsthedominantparadigminMARListheconcurrentapproach,whichinvolvesmultiplesimultaneouslearners:Weaddres...
FullyDecentralizedMulti-AgentReinforcementLearningwithNetworkedAgentsKaiqingZhang1ZhuoranYang2HanLiu3TongZhang4TamerBas¸ar1Abstractagent.Inaddition,theagentsareallowedtoobserveonlyitsownreward,whi...
DecentralizedSubmodularMaximization:BridgingDiscreteandContinuousSettingsAryanMokhtari1HamedHassani2AminKarbasi3Abstracttimizationmethodsarenotonlydesirablebutveryoftennecessary(Boydetal.,2011).Int...
AsynchronousDecentralizedParallelStochasticGradientDescentXiangruLian1WeiZhang2CeZhang3JiLiu41AbstractFigure1.CentralizednetworkandDecentralizednetwork.MostcommonlyuseddistributedmachinelearningS-P...
DeepDecentralizedMulti-taskMulti-AgentReinforcementLearningunderPartialObservabilityShayeganOmidshafiei1JasonPazis1ChristopherAmato2JonathanP.How1JohnVian3Abstractpartialobservabilityandlimitedcomm...