Abstract
The environment, as a space shared between agents, is a key component of multiagent systems (MAS). Depending on systems, this space may integrate physical, communication or communication dimensions. Each of them has its own process and rules to support agents’ interaction. The dimensions of the environment are generally connected either outside of the agents or within each agent, according to the target application. In order to ensure a multiagent control, the relations between dimensions must be explicit outside of the agents. Using these relations between the environment dimensions, the interaction becomes also multi-dimensional. In this paper, rules and mechanisms to make this connection outside of the agents are formalized. The model connects the physical and communication dimensions to realize contextualized interactions. It is implemented using the SARL multiagent programming language, and illustrated with an urban traffic simulation.
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References
Badeig, F., Balbo, F., Pinson, S.: A contextual environment approach for multi-agent-based simulation. In: Filipe, J., Fred, A.L.N., Sharp, B. (eds.) ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Vol. 2 - Agents, Valencia, Spain, pp. 212–217. INSTICC Press, 22–24 January 2010
Bhouri, N., Balbo, F., Pinson, S.: An agent-based computational approach for urban traffic regulation. Progress in AI 1(2), 139–147 (2012)
Abowd, G.D., Dey, A.K.: Towards a better understanding of context and context-awareness. In: Gellersen, H.-W. (ed.) HUC 1999. LNCS, vol. 1707, p. 304. Springer, Heidelberg (1999)
Ferber, J., Michel, F., Baez, J.: AGRE: integrating environments with organizations. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2004. LNCS (LNAI), vol. 3374, pp. 48–56. Springer, Heidelberg (2005)
Galland, S., Gaud, N.: Holonic model of a virtual 3D indoor environment for crowd simulation. In: International Workshop on Environments for Multiagent Systems (E4MAS14). Springer, May 2014
Gouaïch, A., Michel, F.: Towards a unified view of the environment(s) within multi-agent systems. Informatica 29(4), 423–432 (2005)
Grignard, A., Taillandier, P., Gaudou, B., Vo, D.A., Huynh, N.Q., Drogoul, A.: GAMA 1.6: advancing the art of complex agent-based modeling and simulation. In: Boella, G., Elkind, E., Savarimuthu, B.T.R., Dignum, F., Purvis, M.K. (eds.) PRIMA 2013. LNCS, vol. 8291, pp. 117–131. Springer, Heidelberg (2013)
Michel, F.: The IRM4S model: the influence/reaction principle for multiagent based simulation. In: Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS07). ACM, May 2007
Odell, J.J., Van Dyke Parunak, H., Fleischer, M., Brueckner, S.A.: Modeling agents and their environment. In: Giunchiglia, F., Odell, J.J., Weiss, G. (eds.) AOSE 2002. LNCS, vol. 2585, pp. 16–31. Springer, Heidelberg (2003)
Picault, S., Mathieu, P., Kubera, Y.: PADAWAN, un modèle multi-échelles pour la simulation orientée interactions. In: JFSMA, pp. 193–202. Cépadu\({\rm \grave{s}}\) (2010)
Piunti, M., Ricci, A., Boissier, O., Hübner, J.: Embodying organisations in multi-agent work environments. In: IEEE/WIC/ACM Int. Conf. on Web Intelligence and Intelligent Agent Technology (WI-IAT 2009), Milan, Italy (2009)
Ricci, A., Omicini, A., Denti, E.: Activity theory as a framework for MAS coordination. In: Petta, P., Tolksdorf, R., Zambonelli, F. (eds.) ESAW 2002. LNCS (LNAI), vol. 2577, pp. 96–110. Springer, Heidelberg (2003)
Ricci, A., Viroli, M., Omicini, A.: Programming MAS with artifacts. In: Bordini, R.H., Dastani, M., Dix, J., El Fallah Seghrouchni, A. (eds.) PROMAS 2005. LNCS (LNAI), vol. 3862, pp. 206–221. Springer, Heidelberg (2006)
Ricci, A., Viroli, M., Omicini, A.: CArtAgO: a framework for prototyping artifact-based environments in MAS. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2006. LNCS (LNAI), vol. 4389, pp. 67–86. Springer, Heidelberg (2007)
Tejchman, J., Kozicki, J.: General. In: Tejchman, J., Kozicki, J. (eds.) Experimental and Theoretical Investigations of Steel-Fibrous Concrete. SSGG, vol. 3, pp. 3–26. Springer, Heidelberg (2010)
Rodriguez, S., Hilaire, V., Gaud, N., Galland, S., Koukam, A.: Holonic multi-agent systems, chapter 11. In: di Marzo Serugendo, G., Gleizes, M.P., Karageorgos, A. (eds.) Self-Organising Software From Natural to Artificial Adaptation - Natural Computing, pp. 251–279. Springer, Heidelberg (2011)
Saunier, J., Balbo, F., Pinson, S.: A formal model of communication and context awareness in multiagent systems. Journal of Logic, Language and Information, 1–29 (2014)
Tamminga, G., Knoppers, P., van Lint, H.: Open traffic: a toolbox for traffic research. In: 3nd International Workshop on Agent-based Mobility, Traffic and Transportation Models, Methodologies and Applications (ABMTRANS14). Springer, June 2014
Thalmann, D., Musse, S.R.: Crowd simulation. Springer, London (2007)
Weyns, D., Omicini, A., Odell, J.: Environment as a first-class abstraction in multi-agent systems. Autonomous Agents and Multi-Agent Systems. Special Issue on Environments for Multi-agent Systems 14(1), 5–30 (2007)
Zargayouna, M., Balbo, F., Haddad, S.: Data driven language for agents secure interaction. In: Dastani, M., El Fallah Segrouchni, A., Leite, J., Torroni, P. (eds.) LADS 2009. LNCS, vol. 6039, pp. 72–91. Springer, Heidelberg (2010)
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Galland, S., Balbo, F., Gaud, N., Rodriguez, S., Picard, G., Boissier, O. (2015). Contextualize Agent Interactions by Combining Communication and Physical Dimensions in the Environment. In: Demazeau, Y., Decker, K., Bajo Pérez, J., de la Prieta, F. (eds) Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection. PAAMS 2015. Lecture Notes in Computer Science(), vol 9086. Springer, Cham. https://doi.org/10.1007/978-3-319-18944-4_9
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DOI: https://doi.org/10.1007/978-3-319-18944-4_9
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