Article

How Coalitions Enhance Cooperation in the IPD over Complex Networks

Authors:

Ana Peleteiro,

Juan C. Burguillo,

Ana L. C. BazzanAuthors Info & Claims

BWSS '12: Proceedings of the 2012 Third Brazilian Workshop on Social Simulation

Pages 68 - 74

https://doi.org/10.1109/BWSS.2012.20

Published: 20 October 2012 Publication History

Abstract

Grouping agents into coalitions can be an important way of cooperation through which multi-agent systems(MAS) improve their performance, accomplish their assignments, increase their benefits, and achieve their goals. However, agents belonging to a coalition must decide how they behave to increase their gains. In this paper, we present a model that combines learning and coalition formation to enhance cooperation over the Iterated Prisoner's Dilemma (IPD). We focus on agents interacting over complex networks since they provide a realistic model of the nowadays interconnected world. Our results suggest that coalitions are a relevant contribution to achieve cooperation in the IPD.

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Peleteiro ABurguillo JArcos JRodriguez-Aguilar J(2014)Fostering Cooperation through Dynamic Coalition Formation and Partner SwitchingACM Transactions on Autonomous and Adaptive Systems10.1145/25679289:1(1-31)Online publication date: 1-Mar-2014
https://dl.acm.org/doi/10.1145/2567928
Hasan MRaja A(2013)Emergence of Cooperation Using Commitments and Complex Network DynamicsProceedings of the 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 0210.1109/WI-IAT.2013.130(345-352)Online publication date: 17-Nov-2013
https://dl.acm.org/doi/10.1109/WI-IAT.2013.130

How Coalitions Enhance Cooperation in the IPD over Complex Networks
1. Computing methodologies
  1. Artificial intelligence
    1. Distributed artificial intelligence

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BWSS '12: Proceedings of the 2012 Third Brazilian Workshop on Social Simulation

October 2012

139 pages

ISBN:9780769549422

Publisher

IEEE Computer Society

United States

Publication History

Published: 20 October 2012

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Peleteiro ABurguillo JArcos JRodriguez-Aguilar J(2014)Fostering Cooperation through Dynamic Coalition Formation and Partner SwitchingACM Transactions on Autonomous and Adaptive Systems10.1145/25679289:1(1-31)Online publication date: 1-Mar-2014
https://dl.acm.org/doi/10.1145/2567928
Hasan MRaja A(2013)Emergence of Cooperation Using Commitments and Complex Network DynamicsProceedings of the 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 0210.1109/WI-IAT.2013.130(345-352)Online publication date: 17-Nov-2013
https://dl.acm.org/doi/10.1109/WI-IAT.2013.130

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Emerging cooperation on complex networks

Self-Organizing Agent Coalitions in Distributed Multi-agent Systems

Cooperation in the evolutionary iterated prisoner's dilemma game with risk attitude adaptation

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