Equilibria in Multi-Objective Games: a Utility-Based Perspective

Roxana Rădulescu, Patrick Mannion, D.M. Roijers, Ann Nowé

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

In multi-objective multi-agent systems (MOMAS), agents explicitlyconsider the possible tradeoffs between conflicting objective func-tions. We argue that compromises between competing objectivesin MOMAS should be analysed on the basis of the utility that thesecompromises have for the users of a system, where an agent’s util-ity function maps their payoff vectors to scalar utility values. Thisutility-based approach naturally leads to two different optimisationcriteria for agents in a MOMAS: expected scalarised returns (ESR)and scalarised expected returns (SER). In this paper, we explorethe differences between these two criteria using the framework ofmulti-objective normal form games (MONFGs). We demonstratethat the choice of optimisation criterion (ESR or SER) can radi-cally alter the set of equilibria in a MONFG when non-linear utilityfunctions are used.
Original languageEnglish
Title of host publicationAdaptive and Learning Agents Workshop 2019 (ALA-19)
PublisherVrije Universiteit Brussel
Pages1-9
Number of pages9
Publication statusPublished - Jun 2019
EventAdaptive and Learning Agents (ALA) Workshop 2019
at AAMAS, Montreal, Canada
- Montreal, Canada
Duration: 13 May 201914 May 2019

Publication series

NameAAMAS series
Volume11

Conference

ConferenceAdaptive and Learning Agents (ALA) Workshop 2019
at AAMAS, Montreal, Canada
CountryCanada
CityMontreal
Period13/05/1914/05/19

Fingerprint Dive into the research topics of 'Equilibria in Multi-Objective Games: a Utility-Based Perspective'. Together they form a unique fingerprint.

  • Cite this

    Rădulescu, R., Mannion, P., Roijers, D. M., & Nowé, A. (2019). Equilibria in Multi-Objective Games: a Utility-Based Perspective. In Adaptive and Learning Agents Workshop 2019 (ALA-19) (pp. 1-9). (AAMAS series; Vol. 11). Vrije Universiteit Brussel.