Article

Group formation with split rule in social dilemmas

Authors:

Tomohisa Yamashita,

Koichi Kurumatani,

Robert L. Axtell,

Azuma OhuchiAuthors Info & Claims

AAMAS '03: Proceedings of the second international joint conference on Autonomous agents and multiagent systems

Pages 1164 - 1165

https://doi.org/10.1145/860575.860847

Published: 14 July 2003 Publication History

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Abstract

In this research, we propose group formation that enhances the performance of multiagent systems in the Social Dilemmas. As the mechanisms for group formation, mutual choice mechanism for 2-IPD is extended to that for N-IPD. Furthermore, group split based on the metanorm of mutual choice is introduced. As a result of simulations with an evolutionary approach, we confirm the enhancement of the performance of the systems consisting of self-interest agents.

References

[1]

R. Axelrod. An evolutionary approach to norms. American Political Science Review., 80:1095--1111, 1986.

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[2]

R. Axtell. Non-cooperative dynamics of multi-agent teams. In Proceedings of The First International Joint Conference on Autonomous Agents and Multiagent Systems, pages 1082--1089, 2002.

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[3]

L. Tesfatsion. A trade network game with endogenous partner selection. Kluwer Academic Publishers., pages 249--269, 1997.

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[4]

T. Yamashita and A. Ohuchi. Analysis of norms game with mutual choice. In Exploring New Frontiers on Artificial Intelligence, pages 174--184. Springer-Verlag Tokyo, 2002.

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Index Terms

Group formation with split rule in social dilemmas
1. Computing methodologies
  1. Artificial intelligence
    1. Distributed artificial intelligence
      1. Multi-agent systems
  2. Modeling and simulation
    1. Simulation types and techniques
      1. Distributed simulation
2. Mathematics of computing
  1. Probability and statistics
    1. Probabilistic reasoning algorithms
      1. Markov-chain Monte Carlo methods
      2. Sequential Monte Carlo methods

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Published In

AAMAS '03: Proceedings of the second international joint conference on Autonomous agents and multiagent systems

July 2003

1200 pages

ISBN:1581136838

DOI:10.1145/860575

General Chairs:
Jeffrey S. Rosenschein
Israel
,
Michael Wooldridge
UK
,
Program Chairs:
Tuomas Sandholm
USA
,
Makoto Yokoo
Japan

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 14 July 2003

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AAMAS03: Second International Conference on Autonomous Agents and Multiagent Systems

July 14 - 18, 2003

Melbourne, Australia

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Overall Acceptance Rate 1,155 of 5,036 submissions, 23%

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Time-varying group formation analysis and design for second-order multi-agent systems with directed topologies

Strategic group formation in agent-based simulation

Strategic group formation in agent-based simulation

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