KTH

2G1514 Distributed Artificial Intelligence and Intelligent Agents

4 credit course offered by the Laboratory of Electronics and Computer Systems, Dept. of Microelectronics and Information Technology (IMIT)
IT-Universitetet
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Curriculum

  • Textbook for the course

M. J. Wooldridge. An Introduction to Multi-Agent Systems, John Wiley & Sons, 2002.

  • Lecture notes
  • Additional articles in the curriculum may be added during the course


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Recommended Reading (not in curriculum)

The following articles are recommended to obtain a deeper understanding of the subject. We have provided links to the articles wherever possible.

Introduction, Overview and Terminology

Negotiation
  • J. Rosenschein and G. Zlotskin, Rules of Encounter, MIT Press, 1994, ISBN 9 780262 181594. (Chapters 1, 2 and 3).
  • R. Davis and R. G. Smith, Negotiation as a Metaphor for Distributed Problem Solving, (A. H. Bond and L. Gasser eds.) Readings in Distributed Artificial Intelligence, Morgan Kaufmann Publishers, 1988, p. 333-356.
  • H. J. Muller. Negotiation Principles. In: G. M. P. O'Hare, N. R. Jennings (eds). Foundations of Distributed Artificial Intelligence, John Wiley & Sons, 1996, pp. 211-230.
Coordination
  • E. H. Durfee, Distributed Problem Solving and Planning, in Multiagent Systems (G. Weiß ed.), MIT Press, Cambridge, MA., 1999, pp. 121-164.
  • H. Nwana, L. Lee, N. R. Jennings. Coordination in Software Agent Systems. The British Telecom Technical Journal, Vol. 14, No. 4, pp. 79-88.
  • K. S. Decker. Distributed Artificial Intelligence Testbeds. In: G. M. P. O'Hare, N. R. Jennings (eds). Foundations of Distributed Artificial Intelligence, John Wiley & Sons, 1996, pp. 119-138.
Teamwork
  • Cohen, P. R. and Levesque, H. J., Teamwork, Nous, 25, 1991.
  • Tambe, M.,Towards Flexible Teamwork, Journal of Artificial Intelligence Research, Volume 7, 1997, pp. 83-124.
  • G. Tidhar and A. Rao and E. Sonenberg, Guided Team Selection, In Proceedings of the 2nd International Conference on Multi-agent Systems (ICMAS-96). Kyoto, Japan, 1996.
Agent Communication
  • P. O`Brien, R. Nicol. FIPA - Towards a Standard for Software Agents. BT Technology Journal, Vol. 16, No. 3, pp. 51-59, 1998.
  • Y. Labrou, T. Finin and Y. Peng, Agent Communication Languages: The Curent Landscape , IEEE Intelligent Systems, 1094-7167, 1999.
  • Mobile Agents
  • D. M. Chess, C. G. Harrison, A. Kershenbaum. Mobile Agents: Are they a good idea? Research Report, IBM Research Division, T. J. Watson Research Center, 1995, 21 p.
  • White, J. E., Mobile Agents, in Bradshaw, J. (ed.), Software Agents, MIT Press, Cambridge, MA, 1997, p. 437-472.
Agents Overview
  • M. J. Wooldridge, N. R. Jennings. Intelligent Agents: Theory and Practice. Knowledge Engineering Review, 1995, 62 p.
Agent Theory
  • Anand S. Rao, Michael P. Georgeff, Modeling Rational Agents within a BDI-Architecture, Proceedings of the 2nd International Conference on Principles of Knowledge Representation and Reasoning (KR'91), 1991.
Agent-Oriented Software Engineering
  • M. Wooldridge, N. R. Jennings, and D. Kinny.The Gaia Methodology for Agent-Oriented Analysis and Design. In Journal of Autonomous Agents and Multi-Agent Systems. 3(3):285-312. 2000.
  • E. Kendall et al. The Layered Agent Pattern Language. Proceedings of the Conference on Pattern Languages of Programs (PLoP'97), 1997. B. Bauer, J. P. Muller, and J. Odell. Agent UML: A Formalism for Specifying Multiagent Interaction. In Ciancarini and Wooldridge (Eds.) Proceedings of Agent-oriented Software Engineering, Springer Verlag, Berlin, 2001, pp. 91-103.
  • M. J. Wooldridge, N. R. Jennings. Software Engineering with Agents: Pitfalls and Pratfalls. IEEE Internet Computing, May/June, pp. 20-27, 1999.
  • A. Tveit. A Survey of Agent-Oriented Software Engineering. NTNU CSGSC, 2001.
Agent-Mediated Electronic Commerce
  • R. H. Guttman, A. G. Moukas, P. Maes. Agent-mediated Electronic Commerce: A Survey. 10 p.
  • R. H. Guttman, P. Maes. Cooperative vs. Competitive Multi-Agent Negotiation in Retail Electronic Commerce. Proceedings of the Second International Workshop on Cooperative Information Agents (CIA'98), Paris, France, July 3-8, 1998, 9 p.
  • J. Collins, S. Jamison, B. Mobasher, M. Gini. A Market Architecture for Multi-Agent Contracting. Technical Report 97-15, University of Minnesota, May 1997, 12 p.




Mihhail Matskin, March 1, 2004