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International Workshop on Agent Theories, Architectures, and Languages

ATAL 1998: Intelligent Agents V: Agents Theories, Architectures, and Languages pp 211–225Cite as

The Right Agent (Architecture) to Do the Right Thing

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1555))

Abstract

Academic and industrial system designers who consider using agent technology to solve an application problem are faced with a wide variety of agent paradigms: There are deliberative agents, reactive agents, interacting agents, hybrid agents, layered agents, believable agents, mobile agents, software agents, softbots — the list could well be prolonged. Also, within each paradigm, the user can select between different architectures and systems, making the actual choice a complex and difficult endeavor.

The objective of this paper is to assist readers in deciding which agent architecture to choose for a specific application. We approach this objective in three steps. First, we identify application areas for agent technology starting from the examples presented in the first part of this paper. Then, based on the characteristics of different classes of applications identified in the first step, we propose a classification of agents according to different classes of applications. Based on this classification, the third step is to provide rules of thumb to help a software engineer or system designer decide which agent architecture (or which class thereof) is likely to be appropriate for a certain class of applications.

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References

  1. P. E. Agre and D. Chapman. What are plans for? In [24], pages 17–34. 1990.

    Google Scholar 

  2. R. C. Arkin. Integrating behavioral, perceptual, and world knowledge in reactive navigation. In [24], pages 105–122. 1990.

    Google Scholar 

  3. A. L. C. Bazzan, R. H. Bordini, and J. A. Campbell. Moral sentiments in multi-agent systems. In this volume, pages 113–131.

    Google Scholar 

  4. R. P. Bonasso, D. Kortenkamp, D. P. Miller, and M. Slack. Experiences with an architecture for intelligent, reactive agents. In [45], pages 187–202. Springer-Verlag, 1996.

    Google Scholar 

  5. M. E. Bratman, D. J. Israel, and M. E. Pollack. Toward an architecture for resource-bounded agents. Technical Report CSLI-87-104, Center for the Study of Language and Information, SRI and Stanford University, August 1987.

    Google Scholar 

  6. Rodney A. Brooks. A robust layered control system for a mobile robot. In IEEE Journal of Robotics and Automation, volume RA-2(1), pages 14–23, April 1986.

    Google Scholar 

  7. B. Burmeister and K. Sundermeyer. Cooperative problem-solving guided by intentions and perception. In Y. Demazeau and E. Werner, eds., Decentralized A. I., volume 3. North-Holland, 1992.

    Google Scholar 

  8. R. Conte, C. Castelfranchi, and F. Dignum. Autonomous norm-acceptance. In this volume, pages 99–112.

    Google Scholar 

  9. J. Ferber. Eco-problem solving: How to solve a problem by interactions. In Proceedings of the 9th Workshop on DAI, pages 113–128, 1989.

    Google Scholar 

  10. I. A. Ferguson. TouringMachines: An Architecture for Dynamic, Rational, Mobile Agents. PhD thesis, Computer Laboratory, University of Cambridge, UK,, 1992.

    Google Scholar 

  11. R. James Firby. Adaptive Execution in Dynamic Domains. PhD thesis, Yale University, Computer Science Department, 1989. Also published as Technical Report YALEU/CSD/RR#672.

    Google Scholar 

  12. K. Fischer. Verteiltes und kooperatives Planen in einer flexiblen Fertigungsumgebung. DISKI, Dissertationen zur Künstlichen Intelligenz. infix, 1993.

    Google Scholar 

  13. S. Franklin and A. Graesser. Is it an agent, or just a program?: A taxonomy for autonomous agents. In J. P. Müller, M. J. Wooldridge, and N. R. Jennings, eds., Intelligent Agents III, volume 1193 of Lecture Notes in Artificial Intelligence, pages 21–36. Springer-Verlag, Heidelberg, 1997.

    Google Scholar 

  14. E. Gat. Reliable Goal-directed Reactive Control for Real-World Autonomous Mobile Robots. PhD thesis, Virginia Polytechnic and State University, Blacksburg, Virginia, 1991.

    Google Scholar 

  15. M. P. Georgeff and F. F. Ingrand. Decision-making in embedded reasoning systems. In Proceedings of the 6th International Joint Conference on Artificial Intelligence, pages 972–978, 1989.

    Google Scholar 

  16. S. Grand, D. Cliff, and A. Malhotra. Creatures: Artificial life autonomous software agents for home entertainment. In W. Lewis Johnson, editor, Proceedings of the First International Conference on Autonomous Agents, pages 22–29. ACM, 1997.

    Google Scholar 

  17. N. R. Jennings. Towards a cooperation knowledge level for collaborative problem solving. In Proceedings of the 10th European Conference on Artificial Intelligence, pages 224–228, Vienna, 1992.

    Google Scholar 

  18. N. R. Jennings, P. Faratin, M. J. Johnson, T. J. Norman, P. O’Brien, and M. E. Wiegand. Agent-based business process management. International Journal of Cooperative Information Systems, 5(2&3): 105–130, 1996.

    Article  Google Scholar 

  19. W. L. Johnson and J. Rickel. Integrating pedagocial capabilities in a virtual environment agent. In Proceedings of the First International Conference on Autonomous Agents, pages 30–38. ACM Press, 1997.

    Google Scholar 

  20. D. Kinny. The AGENTIS agent interaction model. In this volume, pages 331–344.

    Google Scholar 

  21. J. E. Laird, A. Newell, and P. S. Rosenbloom. SOAR: an architecture for general intelligence. Artificial Intelligence, 33(1): 1–62, 1987.

    Article  MathSciNet  Google Scholar 

  22. D. M. Lyons and A. J. Hendriks. A practical approach to integrating reaction and deliberation. In Proceedings of the 1st International Conference on AI Planning Systems (AIPS), pages 153–162, San Mateo, CA, June 1992. Morgan Kaufmann.

    Google Scholar 

  23. P. Maes. The dynamics of action selection. In Proceedings of IJCAI-89, pages 991–997, Detroit, Michigan, August 1989.

    Google Scholar 

  24. P. Maes, editor. Designing Autonomous Agents: Theory and Practice from Biology to Engineering and Back. MIT/Elsevier, 1990.

    Google Scholar 

  25. J. P. Müller. The Design of Autonomous Agents —A Layered Approach, volume 1177 of Lecture Notes in Artificial Intelligence. Springer-Verlag, Heidelberg, 1996.

    Google Scholar 

  26. J. P. Müller, editor. Online Proceedings of the First International Conference on Autonomous Agents (Agents’97). ACM SIGART, 1997.

    Google Scholar 

  27. T. J. Norman, N. R. Jennings, P. Faratin, and E. H. Mamdani. Designing and implementing a multi-agent architecture for business process management. In J. P. Müller, M. J. Wooldridge, and N. R. Jennings, eds., Intelligent Agents III, volume 1193 of Lecture Notes in Artificial Intelligence, pages 261–276. Springer-Verlag, Heidelberg, 1997.

    Google Scholar 

  28. H. S. Nwana. Software agents: an overview. Knowledge Engineering Review, 11(3):205–244, 1996.

    Article  Google Scholar 

  29. S. Ossowski and A. García-Serrano. Social structure in artificial agent societies: Implications for autonomous problem-solving agents. In this volume, pages 133–148.

    Google Scholar 

  30. B. Pell, D.E. Bernhard, S. A. Chien, E. Gat, N. Muscettola, P. Pandurang Nayak, M. D. Wagner, and B. C. Williams. An autonomous spacecraft agent prototype. In W. Lewis Johnson, editor, Proceedings of the First International Conference on Autonomous Agents, pages 253–261. ACM, 1997.

    Google Scholar 

  31. M. Piaggio. Heir — a non-hierarchical hybrid architecture for intelligent robots. In this volume, pages 243–259.

    Google Scholar 

  32. J. Rachlin, R. Goodwin, S. Murthy, R. Akkiraju, F. Wu, S. Kumaran, and R. Das. A-teams: An agent architecture for optimization and decision-support. In this volume, pages 261–276.

    Google Scholar 

  33. A. S. Rao and M. P. Georgeff. BDI-agents: from theory to practice. In Proceedings of the First Intl. Conference on Multiagent Systems, San Francisco, 1995.

    Google Scholar 

  34. W. S. N. Reilly. Believable Social and Emotional Agents. PhD thesis, School of Computer Science, Carnegie Mellon University, 1996.

    Google Scholar 

  35. Y. Shoham. Agent-oriented programming. Artificial Intelligence, 60:51–92, 1993.

    Article  MathSciNet  Google Scholar 

  36. N. Skarmeas and K. L. Clark. Content based routing as the basis for intra-agent communication. In this volume, pages 345–362.

    Google Scholar 

  37. A. Sloman and R. Poli. SIM_AGENT: A toolkit for exploring agent designs. In [45], pages 392–407. Springer-Verlag, 1996.

    Google Scholar 

  38. L. Steels. Cooperation between distributed agents through self-organization. In Y. Demazeau and J.-P. Müller, eds., Decentralized A.I., pages 175–196. North-Holland, 1990.

    Google Scholar 

  39. D. D. Steiner, A. Burt, M. Kolb, and Ch. Lerin. The conceptual framework of MAI2L. In Pre-Proceedings of MAAMAW’93, Neuchâtel, Switzerland, August 1993.

    Google Scholar 

  40. P. Stone and M. Veloso. Task decomposition and dynamic role assignment for real-time strategic teamwork. In this volume, pages 293–308.

    Google Scholar 

  41. M. Tambe, R. Jones, J. E. Laird, P. S. Rosenbloom, and K. B. Schwamb. Building believable agents for simulation environments. In Proceedings of the AAAI Spring Symposium: Believable Agents. AAAI, 1994.

    Google Scholar 

  42. S. R. Thomas. The PLACA agent programming language. In [44], pages 355–370. 1995.

    Google Scholar 

  43. D. E. Wilkins, K. L. Myers, and L. P. Wesley. Cypress: Planning and reacting under uncertainty. In M. H. Burstein, editor, ARPA/Rome Laboratory Planning and Scheduling Initiative Workshop Proceedings, pages 111–120. Morgan Kaufmann Publishers Inc., San Mateo, CA, 1994.

    Google Scholar 

  44. M. J. Wooldridge and N. R. Jennings, editors. Intelligent Agents-Theories, Architectures, and Languages, volume 890 of Lecture Notes in Artificial Intelligence. Springer-Verlag, 1995.

    Google Scholar 

  45. M. J. Wooldridge, J. P. Müller, and M. Tambe, editors. Intelligent Agents II, volume 1037 of Lecture Notes in Artificial Intelligence. Springer-Verlag, 1996.

    Google Scholar 

  46. M. J. Wooldridge and S. D. Parsons. Intention reconsideration reconsidered. In this volume, pages 63–79.

    Google Scholar 

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Authors and Affiliations

  1. John Wiley & Sons, Inc, USA

    Jörg P. Müller

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  1. Jörg P. Müller
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Editors and Affiliations

  1. John Wiley & Sons Ltd., International House, Ealing, London, W5 5DB, UK

    Jörg P. Müller

  2. Mitchell Madison Group, Level 49, 120 Collins St., Melbourne, Victoria, 3000, Australia

    Anand S. Rao

  3. Department of Computer Science, North Carolina State University, Raleigh, NC, 27695-8206, USA

    Munindar P. Singh

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© 1999 Springer-Verlag Berlin Heidelberg

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Müller, J.P. (1999). The Right Agent (Architecture) to Do the Right Thing. In: Müller, J.P., Rao, A.S., Singh, M.P. (eds) Intelligent Agents V: Agents Theories, Architectures, and Languages. ATAL 1998. Lecture Notes in Computer Science, vol 1555. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-49057-4_14

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  • DOI: https://doi.org/10.1007/3-540-49057-4_14

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  • Print ISBN: 978-3-540-65713-2

  • Online ISBN: 978-3-540-49057-9

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