Destabilising Conventions: Characterising the Cost

被引:4
作者
Marchant, James [1 ]
Griffiths, Nathan [1 ]
Leeke, Matthew [1 ]
机构
[1] Univ Warwick, Dept Comp Sci, Coventry CV4 7AL, W Midlands, England
来源
2014 IEEE EIGHTH INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS (SASO) | 2014年
关键词
conventions; cost; destabilisation; emergence; norms; social influence; SOCIAL CONVENTIONS; EMERGENCE;
D O I
10.1109/SASO.2014.26
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Conventions are often used in multi-agent systems to achieve coordination amongst agents without creating additional system requirements. Encouraging the emergence of robust conventions via fixed strategy agents is one of the main methods of manipulating how conventions emerge. In this paper we demonstrate that fixed strategy agents can also be used to destabilise and remove established conventions. We examine the minimum level of intervention required to cause destabilisation, and explore the effect of different pricing mechanisms on the cost of interventions. We show that there is an inverse relationship between cost and the number of fixed strategy agents used. Finally, we investigate the effectiveness of placing fixed strategy agents by their cost, for different pricing mechanisms, as a mechanism for causing destabilisation. We show that doing so produces comparable results to placing by known metrics.
引用
收藏
页码:139 / 144
页数:6
相关论文
共 16 条
  • [11] Sen S, 2007, 20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, P1507
  • [12] On the emergence of social conventions: Modeling, analysis, and simulations
    Shoham, Y
    Tennenholtz, M
    [J]. ARTIFICIAL INTELLIGENCE, 1997, 94 (1-2) : 139 - 166
  • [13] Villatoro D., 2011, the International Joint Conference on Artificial Intelligence (IJCAI), P420, DOI DOI 10.5591/978-1-57735-516-8/IJCAI11-078
  • [14] Villatoro D, 2009, 2009 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 2, P233
  • [15] Walker A., 1995, ICMAS-95 Proceedings. First International Conference on Multi-Agent Systems, P384
  • [16] The economics of convention
    Young, HP
    [J]. JOURNAL OF ECONOMIC PERSPECTIVES, 1996, 10 (02) : 105 - 122