Abstract
Real-time computations in multi-agent systems have been studied from different perspectives of reasoning, message passing , resource management and negotiations. Separate treatment of all these perspectives may result in performance amelioration in one dimension while over-passing others. Here we propose an integrated “real-time” mechanism where all dimensions of temporal behavior are suggested in one unified model.
Here in this position paper, we argue for an integrated and comprehensive treatment of “real-time” issue under the title of coordination. Our position regarding real-time agent coordination would result in overall performance betterment and overhead lessening, if all sub-processes are made to respect “notion of time” in design. We analyze current approaches and options as well as present an outline for an integrated and comprehensive view of “real-time coordination”.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Soh, L., Tsatsoulis, C.: A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation. Autonomous Agents and Multi-Agent Systems 11(3), 215–271 (2005)
Liu, X., Zhang, X., Soh, L.K., Al-Jaroodi, J., Jiang, H.: A distributed, multiagent infrastructure for real-time, virtual classrooms. In: Proceedings of the International Conference on Computers in Education (ICCE 2003), Hong Kong, pp. 2–5 (2003)
DiPippo, L.C., Fay-Wolfe, V., Nair, L., Hodys, E., Uvarov, O.: A real-time multi-agent system architecture for e-commerce applications. In: Proceedings of the Fifth International Symposium on Autonomous Decentralized Systems, pp. 357–364. IEEE Press, Washington (2001)
Kim, J.H., Shim, H.S., Kim, H.S., Jung, M.J., Choi, I.H., Kim, J.O.: A cooperative multi-agent system and its real time application to robot soccer. In: Proceedings of the IEEE International Conference on Robotics and Automation, pp. 638–643. IEEE, USA (1997)
Julian, V., Botti, V.: Developing real-time multi-agent systems. Integrated Computer-Aided Engineering 11(2), 135–149 (2004)
Julian, V., Soler, J., Moncho, M.C., Botti, V.: Real-Time Multi-Agent System Development and Implementation. In: Frontiers in artificial intelligence and applications, Ourense, Espana, vol. 113, pp. 333–340 (2004)
Micacchi, C., Cohen, R.: A framework for simulating real-time multi-agent systems. Knowl. Inf. Syst. 17(2), 135–166 (2008)
Soler, J., Julian, V., Rebollo, M., Carrascosa, C., Botti, V.: Towards a real-time multi-agent system architecture. In: Proceedings of the First International Workshop on Challenges in Open Agent Systems, AAMAS 2002, Bologna, Italy (2002)
Carrascosa, C., Bajo, J., Julian, V., Corchado, J.M., Botti, V.: Hybrid multi-agent architecture as a real-time problem-solving model. Expert Syst. Appl. 34(1), 2–17 (2008)
Durfee, E.H.: Scaling Up Agent Coordination Strategies. Computer 34(7), 39–46 (2001)
Durfee, E.H.: Challenges to Scaling Up Agent Coordination Strategies. In: Wagner, T.A. (ed.) An Application Science for Multi-Agent Systems, pp. 113–132. Kluwer Academic Publishers, Dordrecht (2004)
Real-Time for the Real World, http://www.real-time.org
Jamali, N., Ren, S.: A layered architecture for real-time distributed multi-agent systems. ACM SIGSOFT Soft. Eng. Notes 30(4), 1–8 (2005)
Kraus, S., Wilkenfeld, J., Zlotkin, G.: Multiagent negotiation under time constraints. Artificial Intelligence 75(2), 297–345 (1995)
Fatima, S.S., Wooldridge, M., Jennings, N.R.: Multi-issue negotiation under time constraints. In: Proceedings of the First international Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2002), pp. 143–150. ACM, New York (2002)
Bouroche, M., Hughes, B., Cahill, V.: Real-time coordination of autonomous vehicles. In: Proceedings of IEEE Conference on Intelligent Transportation Systems (ITSC 2006), pp. 1232–1239. IEEE Computer Society, Los Alamitos (2006)
Mock, M., Nett, E.: Real-time communication in autonomous robot systems. In: Proceedings of the Fourth International Symposium on Autonomous Decentralized Systems, pp. 34–41. IEEE Computer Society, Washington (1999)
Nwana, H.S., Lee, L.C., Jennings, N.R.: Co-ordination in Multi-Agent Systems. In: Nwana, H.S., Azarmi, N. (eds.) Software Agents and Soft Computing: Towards Enhancing Machine intelligence, Concepts and Applications. LNCS, vol. 1198, pp. 42–58. Springer, Heidelberg (1997)
Allen-Williams, M.: Coordination in multi-agent systems, Ph.D thesis, University of Southampton (2005)
Ciancarini, P., Omicini, A., Zambonelli, F.: Multiagent System Engineering: The Coordination Viewpoint. In: Jennings, N.R., Lespérance, Y. (eds.) ATAL 1999. LNCS, vol. 1757, pp. 250–259. Springer, Heidelberg (2000)
Gelernter, D., Carriero, N.: Coordination languages and their significance. Commun. 35(2), 97–107 (1992)
Stankovic, J.A., Abdelzaher, T.F., Lu, C., Sha, L., Hou, J.C.: Real-time communication and coordination in embedded sensor networks. Proceedings of the IEEE 91(7), 1002–1022 (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Mahdi, G., Gouaïch, A., Michel, F. (2010). Towards an Integrated Approach of Real-Time Coordination for Multi-agent Systems. In: Jędrzejowicz, P., Nguyen, N.T., Howlet, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2010. Lecture Notes in Computer Science(), vol 6070. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13480-7_27
Download citation
DOI: https://doi.org/10.1007/978-3-642-13480-7_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13479-1
Online ISBN: 978-3-642-13480-7
eBook Packages: Computer ScienceComputer Science (R0)