MixedNashEquilibriaintheAdversarialExamplesGameLaurentMeunier12MeyerScetbon3RafaelPinot4JamalAtif1YannChevaleyre1AbstractAlongthisline,(Pinotetal.,2020)demonstrated,usinggametheory,thatrandomizedcl...
DoGANsalwayshaveNashequilibria?FarzanFarnia1AsumanOzdaglar1Abstractinmanytasksoflearningthedistributionofobservedsam-ples.Unlikethetraditionalapproachestodistributionlearn-Generativeadversarialnetw...
FastComputationofNashEquilibriainImperfectInformationGamesRemiMunos1JulienPerolat1Jean-BaptisteLespiau1MarkRowland1BartDeVylder1MarcLanctot1FinbarrTimbers1DanielHennes1ShayeganOmidshafiei1AudrunasG...
FindingMixedNashEquilibriaofGenerativeAdversarialNetworksYa-PingHsieh1ChenLiu1VolkanCevher1Abstract2016).Indeed,thestochasticgradientdescent(SGD),alongwithitsvariants,remainthemethodofchoicefortrai...
CompetingAgainstEquilibriainZero-SumGameswithEvolvingPayoffsAdrianRiveraCardoso1JacobAbernethy2HeWang1HuanXu1Abstractsumgames,wheretheunderlyingpayoffmatrixisoftenassumedtobefixedori.i.d.Incontrast...
IdentifytheNashEquilibriuminStaticGameswithRandomPayoffsYichiZhou1JialianLi1JunZhu1Abstracttoestimatethepracticalgamesthroughsimulation.Intheempiricalmodeling,pure-strategyprofilesofplayersareWestu...