Abstract
Role assignment is an important task in a multi-agent system. There are many constraints in the process of role assignment. This paper formally identifies and defines the role assignment problems with conflicting agent constraints; proposes useful algorithms; conducts experiments by randomly creating agent qualifications and constraints; compares the two algorithms’ performances based on experimental results, and indicates future research activities. The contribution of this work includes: formally defining the problem of role assignment with conflicting agents, and proposing a satisfactory algorithm.
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References
Chaimowicz, L., Campos, M.F.M., Kumar, V.: Dynamic role assignment for cooperative robots. In: Proc. of the IEEE International Conference on Robotics and Automation, vol. 1, pp. 293–298. IEEE, Washington, DC (2002)
Dastani, M., Dignum, V., Dignum, F.: Role-assignment in open agent societies. In: Proc. of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, Melbourne, Australia, pp. 489–496. ACM, New York (2003)
Ferber, J., Gutknecht, O., Michel, F.: From Agents to Organizations: An Organizational View of Multi-agent Systems. In: Giorgini, P., Müller, J.P., Odell, J. (eds.) AOSE 2003. LNCS, vol. 2935, pp. 214–230. Springer, Heidelberg (2004)
Kuhn, H.W.: The Hungarian method for the assignment problem. Naval Research Logistic Quarterly 2, 83–97 (1955); Reprinted in 52(1), 7 – 21 (2005)
Munkres, J.: Algorithms for the assignment and transportation problems. J. of the Society for Industrial and Applied Mathematics 5(1), 32–38 (1957)
Nyanchama, M., Osborn, S.: The role graph model and conflict of interest. ACM Transactions on Information and System Security 2(1), 3–33 (1999)
Odell, J.J., Van Dyke Parunak, H., Brueckner, S., Sauter, J.: Changing Roles: Dynamic Role Assignment. Journal of Object Technology 2(5), 77–86 (2003)
Plaza, E., Ontanon, S.: Cooperative Multiagent Learning. In: Alonso, E., Kudenko, D., Kazakov, D. (eds.) Adaptive Agents and MAS. LNCS (LNAI), vol. 2636, pp. 110–124. Springer, Heidelberg (2003)
Stone, P., Veloso, M.: Task decomposition, dynamic role assignment, and low-bandwidth communication for real-time strategic teamwork. Artificial Intelligence 110, 241–273 (1999)
Vail, D., Veloso, M.: Multi-Robot Dynamic Role Assignment and Coordination through Shared Potential Fields. In: Schultz, A., Parkera, L., Schneider, F. (eds.) Multi-Robot Systems, pp. 87–98. Springer, New York (2003)
Zhu, H.: Fundamental Issues in the Design of a Role Engine. In: Proc. of the 6th International Symposium on Collaborative Technologies and Systems, Irvine, CA, USA, pp. 399–407. IEEE Press, Piscataway (2008)
Zhu, H.: Group Role Assignment with Conflicting Agent Constraints. In: Proc. of the ACM/IEEE Int’l Symp. on Collaborative Technologies and Systems, Philadelphia, PA, USA, pp. 431–439. IEEE Press, Piscataway (2011)
Zhu, H., Zhou, M.C.: Role-Based Collaboration and its Kernel Mechanisms. IEEE Trans. on Systems, Man and Cybernetics, Part C 36(4), 578–589 (2006)
Zhu, H., Zhou, M.C.: Role Transfer Problems and Algorithms. IEEE Trans. on Systems, Man and Cybernetics, Part A 36(6), 1442–1450 (2008)
Zhu, H., Zhou, M.C.: Efficient Role Transfer Based on Kuhn–Munkres Algorithm. IEEE Transactions on Systems, Man and Cybernetics, Part A 42(2), 491–496 (2012)
Zhu, H., Zhou, M.C., Alkins, R.: Group Role Assignment via a Kuhn-Munkres Algorithm-based Solution. IEEE Transactions on Systems, Man and Cybernetics, Part A (in press, 2012), http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=06084856
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Zhu, H. (2012). Role Assignment for an Agent Group in Consideration of Conflicts among Agents. In: Kosseim, L., Inkpen, D. (eds) Advances in Artificial Intelligence. Canadian AI 2012. Lecture Notes in Computer Science(), vol 7310. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30353-1_23
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DOI: https://doi.org/10.1007/978-3-642-30353-1_23
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