Abstract
The environment is an important but overlooked piece in the construction of multiagent-based scenarios. Richness, believability and variety of scenarios are inseparable from the environment because every action and interaction of agents is based around the environment they are situated in. The prerequisite, however, is that agents must be able to understand the environment and capture its dynamic nature. This paper proposes a cognitive middle layer between agent minds and the environment. Aspects of the reality are mapped to concepts in the middle layer, through which agents can feel and reason about the real environment. The middle layer is modelled with a structured specification based on Web Ontology Language (OWL) to be extensible and reusable. Environmental concepts are integrated into the goal processing of agents to trigger intentions. This paper also reports our initial investigation about the design of a simulation system for multiple environment-aware agents and multiple users.
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References
Cantor, N., Kihlstorm, J.F.: Personality and Social Intelligence. Prentice Hall, Englewood Cliffs (1987)
Dickinson, I., Wooldridge, M.: Towards Practical Reasoning Agents for the Semantic Web. In: Proceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2003), Melborne, Australia (2003)
Doyle, P.: Believability through Context: Using ”Knowledge in the World” to Create Intelligent Characters. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2002), Bologna, Italy (2002)
Ferber, J., Müller, J.P.: Influences and Reaction: a Model of Situated Multiagent System. In: Proceedings of the 2nd International Conference on Multi-agent Systems, Kyoto, Japan (1996)
Klein, J.: Breve: a 3D Simulation Environment for the Simulation of Decentralized Systems and Artificial Life. In: Proceedings of Artificial Life VIII, the 8th International Conference on the Simulation and Synthesis of Living Systems. The MIT Press, Cambridge (2002)
Ligorio, B., Mininni, G., Traum, D.R.: Interlocution scenarios for problem solving in an educational mud environment. In: Proceedings of the First European Conference on Computer-Supported Collaborative Learning, Euro-CSCL 2001 (2001)
Marsella, S., Johnson, W.L., LaBore, C.: Interactive Pedagogical Drama for Health Interventions. In: Proceedings of the Eleventh International Conference on Artificial Intelligence in Education (AIED 2003), Australia (2003)
Norling, E., Sonenberg, L.: An Approach to Evaluating Human Characteristics in Agents. In: Lindemann, G., Moldt, D., Paolucci, M. (eds.) RASTA 2002. LNCS (LNAI), vol. 2934. Springer, Heidelberg (2004)
Norling, E., Sonenberg, L.: Creating Interactive Characters with BDI Agents. In: Australian Workshop on Interactive Entertainment, Sydney, Australia (2004)
Novak, J. D.: The Theory Underlying Concept Maps and How to Construct Them, Cornell University (2001), http://cmap.coginst.uwf.edu/info/printer.html
Prendinger, H., Descamps, S., Ishizuka, M.: MPML: A markup language for controlling the behavior of life-like characters. Journal of Visual Languages and Computing 15, 183–203 (2004)
Rao, A.S., Georgeff, M.P.: BDI Agents: From Theory to Practice. In: Proceedings of the First International Conference on Multi-agent Systems, San Francisco, USA (1995)
Riedl, M., Saretto, C.J., Young, R.M.: Managing Interaction Between Users and Agents in a Multi-agent Storytelling Environment. In: Proceedings of the 2nd Joint International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2003), Melbourne, Australia (2003)
Swartout, W., Hill Jr., R.W., Gratch, J., Johnson, W.L., Kyriakakis, C., LaBore, C., Lindheim, R., Marsella, S., Miraglia, D., Moore, B., Morie, J.F., Rickel, J., Thiebaux, M., Tuch, L., Whitney, R.: Toward the Holodeck: Integrating Graphics, Sound, Character and Story. In: Proceedings of 5th International Conference on Autonomous Agents, Montreal, Canada (2001)
Trafimow, D., Wyer Jr., R.S.: Cognitive Representation of Mundane Social Events. Journal of Personality and Social Psychology 64, 365–376 (1993)
Traum, D., Rickel, J., Gratch, J., Marsella, S.: Negotiation over Tasks in Hybrid Human-Agent Teams for Simulation-Based Training. In: Proceedings of the 2nd Joint International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2003), Melbourne, Australia (2003)
Weyns, D., Holvoet, T.: A Formal Model for Situated Multi-Agent Systems. Fundamenta Informaticae 63(2-3), 125–158 (2004)
Full Spectrum Warrior (2004), http://www.fullspectrumwarrior.com
Java Agent Development Framework, http://jade.tilab.com/
Jena Semantic Web Toolkit, http://jena.sourceforge.net/
Quicksilver 1.2, http://quicksilver.tigris.org/
RACER System Description, http://www.sts.tu-harburg.de/~r.f.moeller/racer/
W3C Web Ontology Working Group, http://www.w3.org/2001/sw/WebOnt/
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Chang, P.HM., Chen, KT., Chien, YH., Kao, E., Soo, VW. (2005). From Reality to Mind: A Cognitive Middle Layer of Environment Concepts for Believable Agents. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds) Environments for Multi-Agent Systems. E4MAS 2004. Lecture Notes in Computer Science(), vol 3374. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-32259-7_3
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DOI: https://doi.org/10.1007/978-3-540-32259-7_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24575-9
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