The Complexity of Manipulation of k-Coalitional Games on Graphs

Hodaya Barr, Yohai Trabelsi, Sarit Kraus, Liam Roditty, Noam Hazon

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

    Abstract

    In many settings, there is an organizer who would like to divide a set of agents into k coalitions, and cares about the friendships within each coalition. Specifically, the organizer might want to maximize utilitarian social welfare, maximize egalitarian social welfare, or simply guarantee that every agent will have at least one friend within his coalition. However, in many situations, the organizer is not familiar with the friendship connections, and he needs to obtain them from the agents. In this setting, a manipulative agent may falsely report friendship connections in order to increase his utility. In this paper, we analyze the complexity of finding manipulation in such k-coalitional games on graphs. We also introduce a new type of manipulation, socially-aware manipulation, in which the manipulator would like to increase his utility without decreasing the social welfare. We then study the complexity of finding socially-aware manipulation in our setting. Finally, we examine the frequency of socially-aware manipulation and the running time of our algorithms via simulation results.

    Original languageEnglish
    Title of host publicationECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings
    EditorsUlle Endriss, Francisco S. Melo, Kerstin Bach, Alberto Bugarin-Diz, Jose M. Alonso-Moral, Senen Barro, Fredrik Heintz
    PublisherIOS Press BV
    Pages3388-3396
    Number of pages9
    ISBN (Electronic)9781643685489
    DOIs
    StatePublished - 16 Oct 2024
    Event27th European Conference on Artificial Intelligence, ECAI 2024 - Santiago de Compostela, Spain
    Duration: 19 Oct 202424 Oct 2024

    Publication series

    NameFrontiers in Artificial Intelligence and Applications
    Volume392
    ISSN (Print)0922-6389
    ISSN (Electronic)1879-8314

    Conference

    Conference27th European Conference on Artificial Intelligence, ECAI 2024
    Country/TerritorySpain
    CitySantiago de Compostela
    Period19/10/2424/10/24

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