Characterization of Potential Games: Application in Aggregative Games

Sina Arefizadeh, Angelia Nedic

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The main objective of this work is to describe games which fall under title of Potential and simplify the conditions for class of aggregative games. Games classified as aggregative are ones in which, in addition to the player's own action, the payoff for each player depends on an aggregate of all the players' decision variables. In this study, we developed a method based on payoff functions to determine if a given game is potential. Then, in order to identify the Aggregative Games that fall under this class we simplified the criteria for the class of Aggregative Games. A 3-player Cournot game, also known as an Aggregative Potential Game, is used to test the characterization criteria for Potential Games. A 4-player Cournot game is also utilized to test the form of potential function we obtained for class of general potential games.

Original languageEnglish (US)
Title of host publication2023 59th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350328141
DOIs
StatePublished - 2023
Externally publishedYes
Event59th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2023 - Monticello, United States
Duration: Sep 26 2023Sep 29 2023

Publication series

Name2023 59th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2023

Conference

Conference59th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2023
Country/TerritoryUnited States
CityMonticello
Period9/26/239/29/23

Keywords

  • Aggregative Games
  • Aggregative Potential Games Characterization
  • Potential Games

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Networks and Communications
  • Computer Science Applications
  • Computational Mathematics
  • Control and Optimization

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