The Complexity of Manipulation of k-Coalitional Games on Graphs

Hodaya Barr, Yohai Trabelsi, Sarit Kraus, Liam Roditty, Noam Hazon
8/14/2024
cs.GTcs.AI

No official code found. Best implementation: hodayaBen/The-Complexity-of-Manipulation-of-k-Coalitional-Games-on-Graphs (0 stars, last commit 2024-07-29).

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.

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The code for the experiment section of paper: The Complexity of Manipulation of k-Coalitional Games on Graphs.

00Shell, PythonJul 14, 20242 years ago

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Cite this paper

@article{barr2024complexity,
  title  = {The Complexity of Manipulation of k-Coalitional Games on Graphs},
  author = {Hodaya Barr and Yohai Trabelsi and Sarit Kraus and Liam Roditty and Noam Hazon},
  year   = {2024},
  eprint = {2408.07368},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2408.07368v1}
}

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