Abstract
For the past few years, our research groups have independently been developing systems in which a multi-agent system (typically of lightweight agents) provides some functionality in service of a higher-level system, and often of a higher-level agent in that system. This paper compares our approaches to develop a more generic architecture of which our individual approaches are special cases. We summarize our existing systems, describe this architecture and the characteristics of problems for which it is attractive, and outline an agenda for further research in this area.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Brueckner, S.: Return from the Ant: Synthetic Ecosystems for Manufacturing Control. Dr.rer.nat. Thesis at Humboldt University Berlin, Department of Computer Science (2000), http://dochost.rz.hu-berlin.de/dissertationen/brueckner-sven-2000-06-21/PDF/Brueckner.pdf
Brussel, H.V., Wyns, J., Valckenaers, P., Bongaerts, L., Peeters, P.: Reference Architecture for Holonic Manufacturing Systems: PROSA. Computers In Industry 37(3), 255–276 (1998), http://www.irit.fr/TFGSO/DOCS/TFG2/TFGIISO_Valckenaers.pdf
DeSwert, K., Valckenaers, P., Saint German, B., Verstraete, P., Hadeli, K., Van Brussel, H.: Coordination and Control for Railroad Networks Inspired by Manufacturing Control. In: Proceedings of IEEE 2006 Workshop on Distributed Intelligent Systems, pp. 201–206. IEEE, Los Alamitos (2006), http://doi.ieeecomputersociety.org/10.1109/DIS.2006.21
Hadeli, K.: Bio-Inspired Multi-Agent Manufacturing Control System with Social Behaviour. Thesis at Katholieke Universiteit Leuven, Department of Department of Mechanical Engineering (2006)
Holvoet, T., Valckenaers, P.: Beliefs, desires and intentions through the environment. In: Proceedings of 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, pp. 1052–1054 (2006)
Holvoet, T., Valckenaers, P.: Exploiting the Environment for Coordinating Agent Intentions. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2006. LNCS (LNAI), vol. 4389. Springer, Heidelberg (2007)
Huard, E., Gorissen, D., Holvoet, T.: Applying delegate multi-agent sytems in a traffic control system. CW 467, Katholieke Universiteit Leuven, Leuven, Belgium (2006), http://www.cs.kuleuven.be/publicaties/rapporten/cw/CW467.abs.html
Kant, J.-D., Thiriot, S.: Modeling one Human Decision Maker with a MultiAgent System: the CODAGE Approach. In: Proceedings of Fifth International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2006), Hakodate, Japan, ACM Press, New York (2006)
Parunak, H.V.D.: ’Go to the Ant’: Engineering Principles from Natural Agent Systems. Annals of Operations Research 75, 69–101 (1997), http://www.newvectors.net/staff/parunakv/gotoant.pdf
Parunak, H.V.D.: From Chaos to Commerce: Practical Issues and Research Opportunities in the Nonlinear Dynamics of Decentralized Manufacturing Systems. In: Proceedings of Second International Workshop on Intelligent Manufacturing Systems, Leuven, Belgium, pp. k15–k25, Katholieke Universiteit Leuven (1999), http://www.newvectors.net/staff/parunakv/ims99.pdf
Parunak, H.V.D.: Real-Time Agent Characterization and Prediction. In: Proceedings of International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2007), Industrial Track, Honolulu, Hawaii. ACM Press, New York (2007)
Parunak, H.V.D., Belding, T., Brueckner, S.: Prediction Horizons in Polyagent Models. In: Proceedings of Sixth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2007), Honolulu, HI (submitted, 2007)
Parunak, H.V.D., Brueckner, S.: Concurrent Modeling of Alternative Worlds with Polyagents. In: Antunes, L., Takadama, K. (eds.) MABS 2006, at AAMAS 2006. LNCS (LNAI), vol. 4442, Springer, Heidelberg (2007), http://www.newvectors.net/staff/parunakv/MABS06Polyagents.pdf
Parunak, H.V.D., Brueckner, S.: Modeling Uncertain Domains with Polyagents. In: Proceedings of International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2006), Hakodate, Japan. ACM Press, New York (2006), http://www.newvectors.net/staff/parunakv/AAMAS06Polyagents.pdf
Parunak, H.V.D., Brueckner, S., Matthews, R., Sauter, J., Brophy, S.: Real-Time Evolutionary Agent Characterization and Prediction. In: Proceedings of Social Agents: Results and Prospects (Agent 2006), Chicago, IL, Argonne National Laboratory (2006)
Parunak, H.V.D., Brueckner, S., Sauter, J.: Digital Pheromones for Coordination of Unmanned Vehicles. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2004. LNCS (LNAI), vol. 3374, pp. 246–263. Springer, New York (2005), http://www.newvectors.net/staff/parunakv/E4MAS04_UAVCoordination.pdf
Parunak, H.V.D., Brueckner, S., Savit, R.: Universality in Multi-Agent Systems. In: AAMAS 2004, pp. 930–937. ACM, New York (2004), http://www.newvectors.net/staff/parunakv/AAMAS04Universality.pdf
Peeters, P., Van Brussel, H., Valckenaers, P., Wyns, J., Bongaerts, L., Kollingbaum, M., Heikkila, T.: Pheromone based emergent shop floor control system for flexible flow shops. Artificial Intelligence in Engineering 15(4), 343–352 (2001)
Saint Germain, B., Valckenaers, P., Verstraete, P., Bochmann, O., Van Brussel, H.: Supply Network Control, An Engineering Perspective (2004)
Saint Germain, B., Valckenaers, P., Verstraete, P., Van Brussel, H.: Resource coordination in supply networks. In: Proceedings of IEEE International Conference on Systems, Man and Cybernetics, pp. 1972–1978 (2004)
Valckenaers, P., Hadeli, K., Saint Germain, B., Verstraete, P., Van Brussel, H.: Emergent short-term forecasting through ant colony engineering in coordination and control systems. Advanced Engineering Informatics 20(3), 261–278 (2006)
Valckenaers, P., Van Brussel, H.: Holonic manufacturing execution systems. CIRP Annals of Manufacturing Technology 54(1), 427–432 (2005)
Zamfirescu, C., Valckenaers, P., Van Brussel, H., Saint Germain, B.: A case study for modular plant control. In: MaÅ™Ãk, V., McFarlane, D.C., Valckenaers, P. (eds.) HoloMAS 2003. LNCS (LNAI), vol. 2744, pp. 268–279. Springer, Heidelberg (2003)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Van Dyke Parunak, H., Brueckner, S., Weyns, D., Holvoet, T., Verstraete, P., Valckenaers, P. (2008). E Pluribus Unum: Polyagent and Delegate MAS Architectures. In: Antunes, L., Paolucci, M., Norling, E. (eds) Multi-Agent-Based Simulation VIII. MABS 2007. Lecture Notes in Computer Science(), vol 5003. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70916-9_4
Download citation
DOI: https://doi.org/10.1007/978-3-540-70916-9_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-70915-2
Online ISBN: 978-3-540-70916-9
eBook Packages: Computer ScienceComputer Science (R0)