In multi-agent system, agents
work together for solving complex tasks and reaching common goals. In this
paper, we propose a cognitive model for multi-agent collaboration. Based
on the cognitive model, an agent architecture will also be presented. This agent has BDI,
awareness and policy driven mechanism concurrently. These approaches are
integrated in one agent that will make multi-agent collaboration more
practical in the real world.
Cite this paper
Z. Shi, J. Zhang, J. Yue and X. Yang, "A Cognitive Model for Multi-Agent Collaboration," International Journal of Intelligence Science
, Vol. 4 No. 1, 2014, pp. 1-6. doi: 10.4236/ijis.2014.41001
 B. Gray, “Collaborating: Finding Common Ground for Multiparty Problems,” Jossey-Bass, San Francisco, 1989.
 Z. Z. Shi, “Advaced Artificial Intelligence,” World Scientific Publishing Co., Singapore City, 2011. http://dx.doi.org/10.1142/7547
 P. R. Cohen and H. J. Levesque, “Intention Is Choice with Commitment,” Artificial Intelligence, Vol. 42, No. 2-3, 1990, pp. 213-361. http://dx.doi.org/10.1016/0004-3702(90)90055-5
 G. Ferguson and J. F. Allen, “Mixed-Initiative Dialogue Systems for Collaborative Problem-Solving,” AI Magazine, Vol. 28, No. 2, 2006, pp. 23-32.
 C. Rich and C. L. Sidner, “COLLAGEN: When Agents Collaborate with People,” 1st International Conference on Autonomous Agents, Marina del Rey, 5-8 February 1997, pp. 284-291. http://dx.doi.org/10.1145/267658.267730
 D. Bohus and A. Rudnicky, “The RavenClaw Dialog Management Framework: Architecture and Systems,” Computer Speech & Language, Vol. 23, No. 3, 2009, pp. 332-361. http://dx.doi.org/10.1016/j.csl.2008.10.001
 J. Allen, N. Chambers, G. Ferguson, L. Galescu, H. Jung, M. Swift and W. Taysom, “PLOW: A Collaborative Task Learning Agent,” Proceedings of the 22nd Conference on Artificial Intelligence (AAAI-07), Vancouver, 22-216 July 2007, pp. 1514-1519.
 G. Ferguson and J. Allen, “A Cognitive Model for Collaborative Agents,” Proceedings of the AAAI 2011 Fall Symposium on Advances in Cognitive Systems, Washington DC, 4-6 November 2011, pp. 112-120.
 A. S. Rao and M. P. Georgeff, “Modeling Rational Agents within a BDI-Architecture,” In: J. Allen, R. Fikes and E. Sandewall, Eds., Proceedings of the 2nd International Conference on Principles of Knowledge Representation and Reasoning, Morgan Kaufmann Publishers, San Mateo, 1991.
 L. Braubach and A. Pokahr, “Developing Distributed Systems with Active Components and Jadex,” Scalable Computing: Practice and Experience, Vol. 13, No. 2, 2012, p. 100.
 M. Wooldridge and A. Lomuscio, “Multi-Agent VSK Logic,” Proceedings of the 17th European Workshop on Logics in Artificial Intelligence (JELIAI-2000), Springer-Verlag, Berlin, 2000.
 C. Gutwin and S. Greenberg, “A Descriptive Framework of Workspace Awareness for Real-Time Groupware,” JCSCW, Vol. 11, 2002, pp. 411-446.
 J. O. Kephart and W. E. Walsh, “An Artificial Intelligence Perspective on Autonomic Computing Policies,” Proceedings of the 5th IEEE International Workshop on Policies for Distributed Systems and Networks, Yorktown Heights, 7-9 June 2004, pp. 3-12.
 Z. Z. Shi, X. F. Wang and J. P. Yue, “Cognitive Cycle in Mind Model CAM,” International Journal of Intelligence Science, Vol. 1, No. 2, 2011, pp. 25-34. http://dx.doi.org/10.4236/ijis.2011.12004
 M. Endsley, “Toward a Theory of Situation Awareness in Dynamic Systems,” Human Factors, Vol. 37, No. 1, 1995, pp. 32-36. http://dx.doi.org/10.1518/001872095779049543
 C. Gutwin and S. Greenberg, “The Importance of Awareness for Team Cognition in Distributed Collaboration,” In: E. Salas and S. Fiore, Eds., Team Cognition: Understanding the Factors That Drive Process and Performance, American Psychological Association, Washington DC, 2004, pp. 177-201. http://dx.doi.org/10.1037/10690-009
 A. Pokahr and L. Braubach, “The Active Components Approach for Distributed Systems Development,” IJPEDS, Vol. 28, No. 4, 2013, pp. 321-369.
 Distributed Management Task Force, Inc. (DMTF), “Common Information Model (CIM) Specification, Version 2.2,” 1999. http://www.dmtf.org/spec/cims.html
 J. H. Zhang, Z. Z. Shi, J. P. Yue, et al., “Joint Intention Based Collaboration,” IJCAI-13 Workshop WIS2013, 2013.