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Disturbance Decoupling for Gradient-based Multi-Agent Learning with Quadratic Costs
Motivated by applications of multi-agent learning in noisy environments,...
07/14/2020 ∙ by Sarah H. Q. Li, et al. ∙
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Bounding Fixed Points of Set-Based Bellman Operator and Nash Equilibria of Stochastic Games
Motivated by uncertain parameters encountered in Markov decision process...
01/22/2020 ∙ by Sarah H. Q. Li, et al. ∙
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Fixed Points of the Set-Based Bellman Operator
Motivated by uncertain parameters encountered in Markov decision process...
01/13/2020 ∙ by Sarah H. Q. Li, et al. ∙
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Sensitivity Analysis for Markov Decision Process Congestion Games
We consider a non-atomic congestion game where each decision maker perfo...
09/09/2019 ∙ by Sarah H. Q. Li, et al. ∙
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Online Constraint Satisfaction via Tolls in MDP Congestion Games
We consider the toll design problem that arise for a game designer of a ...
07/21/2019 ∙ by Sarah H. Q. Li, et al. ∙
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Tolling for Constraint Satisfaction in Markov Decision Process Congestion Games
Markov decision process (MDP) congestion game is an extension of classic...
03/02/2019 ∙ by Sarah H. Q. Li, et al. ∙
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