Asynchronous and Time-Varying Proximal Type Dynamics in Multiagent Network Games

Carlo Cenedese, Giuseppe Belgioioso, Yu Kawano, Sergio Grammatico, Ming Cao*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
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Abstract

In this article, we study proximal type dynamics in the context of multiagent network games. We analyze several conjugations of this class of games, providing convergence results. Specifically, we look into synchronous/asynchronous dynamics with time-invariant communication network and synchronous dynamics with time-varying communication networks. Finally, we validate the theoretical results via numerical simulations on opinion dynamics.
Original languageEnglish
Article number9149654
Pages (from-to)2861-2867
Number of pages7
JournalIEEE Transactions on Automatic Control
Volume66
Issue number6
DOIs
Publication statusPublished - 1-Jun-2021

Keywords

  • Games
  • Cost function
  • Convergence
  • Decision making
  • Control systems
  • Couplings
  • Hilbert space

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