Robustness Against Agent Failure in Hedonic Games
Abstract
We study how stability can be maintained even after any set of at most k players leave their groups, in the context of hedonic games. While stability properties ensure an outcome to be robust against players' deviations, it has not been considered how an unexpected change caused by a sudden deletion of players affects stable outcomes. In this paper we propose a novel criterion that reshapes stability form robustness aspect. We observe that some stability properties can be no longer preserved even when a single agent is removed. However, we obtain positive results by focusing on symmetric friend-oriented hedonic games. We prove that we can efficiently decide the existence of robust outcomes with respect to Nash stability underdeletion of any number of players or contractual individual stability under deletion of a single player. We also prove that symmetric additively separable games always admit an individual stable outcome that is robust with respect to individual rationality.
Cite
Text
Igarashi et al. "Robustness Against Agent Failure in Hedonic Games." International Joint Conference on Artificial Intelligence, 2019. doi:10.24963/IJCAI.2019/52Markdown
[Igarashi et al. "Robustness Against Agent Failure in Hedonic Games." International Joint Conference on Artificial Intelligence, 2019.](https://mlanthology.org/ijcai/2019/igarashi2019ijcai-robustness/) doi:10.24963/IJCAI.2019/52BibTeX
@inproceedings{igarashi2019ijcai-robustness,
title = {{Robustness Against Agent Failure in Hedonic Games}},
author = {Igarashi, Ayumi and Ota, Kazunori and Sakurai, Yuko and Yokoo, Makoto},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2019},
pages = {364-370},
doi = {10.24963/IJCAI.2019/52},
url = {https://mlanthology.org/ijcai/2019/igarashi2019ijcai-robustness/}
}