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 language | English |
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Title of host publication | ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings |
Editors | Ulle Endriss, Francisco S. Melo, Kerstin Bach, Alberto Bugarin-Diz, Jose M. Alonso-Moral, Senen Barro, Fredrik Heintz |
Publisher | IOS Press BV |
Pages | 3388-3396 |
Number of pages | 9 |
ISBN (Electronic) | 9781643685489 |
DOIs | |
State | Published - 16 Oct 2024 |
Event | 27th European Conference on Artificial Intelligence, ECAI 2024 - Santiago de Compostela, Spain Duration: 19 Oct 2024 → 24 Oct 2024 |
Publication series
Name | Frontiers in Artificial Intelligence and Applications |
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Volume | 392 |
ISSN (Print) | 0922-6389 |
ISSN (Electronic) | 1879-8314 |
Conference
Conference | 27th European Conference on Artificial Intelligence, ECAI 2024 |
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Country/Territory | Spain |
City | Santiago de Compostela |
Period | 19/10/24 → 24/10/24 |
Bibliographical note
Publisher Copyright:© 2024 The Authors.