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Tilting the Playing field Dynamical loss functions for machine learning
TiltingthePlayingﬁeld:DynamicallossfunctionsformachinelearningMiguelRuiz-Garcia12GeZhang1SamuelS.Schoenholz3AndreaJ.Liu1Abstracttionscale(Glorot&Bengio,2010;Xiaoetal.,2018)orlearningrateschedule(H...
the Functions Loss Dynamical Field
2023-11-16 19:42:0811171.23 MB21
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Learning While Playing in Mean-Field Games Convergence and Optimality
LearningWhilePlayinginMean-FieldGames:ConvergenceandOptimalityQiaominXie1ZhuoranYang2ZhaoranWang3AndreeaMinca1Abstractfromthescalabilityissue.Speciﬁcally,inamulti-agentsystem,eachagentinteractswit...
Learning Convergence in Games Playing
2023-11-16 19:05:05955406.07 KB30
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Learning by Playing Solving Sparse Reward Tasks from Scratch
LearningbyPlaying–SolvingSparseRewardTasksfromScratchMartinRiedmiller1RolandHafner1ThomasLampe1MichaelNeunert1JonasDegrave1TomVandeWiele1VolodymyrMnih1NicolasHeess1TobiasSpringenberg1Abstractsimul...
Learning Sparse by Tasks Playing
2023-11-13 11:59:5419316.45 MB16
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Investigating Human Priors for Playing Video Games
InvestigatingHumanPriorsforPlayingVideoGamesRachitDubey1PulkitAgrawal1DeepakPathak1ThomasL.Grifﬁths1AlexeiA.Efros1AbstractFigure1.Motivatingexample.(a)Asimpleplatformergame.(b)Thesamegamemodiﬁedb...
for Games Human Video Investigating
2023-11-13 11:59:4910257.73 MB24
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