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Deliberative Server for Real-Time Agents

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Multi-Agent Systems and Applications III (CEEMAS 2003)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2691))

Abstract

Over the last few years more complex and flexible techniques have been needed to develop hard real-time systems. The agent paradigm seems to be an appropriate approach to be applied in this area. ARTIS is an agent architecture suitable for hard real-time agents. This paper is focused on an extension of the control module of ARTIS agents that provides a soft real-time control architecture inside of a hard real-time agent. This extension incorporates a deliberative component that allows to change the control module policy depending on the data environment and the reactivity degree of the agent.

Work funded by grant number TAP98-0333-C03-01 of the Spanish government.

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References

  1. N.C. Audsley, A. Burns, Davis R.I, Tindell K.W., and A.J. Wellings. Fixed priority pre-emptive scheduling: An historical perspective. Real-Time Systems, 8:173–198, 1995.

    Article  Google Scholar 

  2. F. Barber, V. Botti, E. Onaindía, and A. Crespo. Temporal reasoning in reakt: An environment for real-time knowledge-based systems. AICOMM, 7(3):175–202, 1994.

    Google Scholar 

  3. V. Botti, C. Carrascosa, V. Julian, and J. Soler. Modelling agents in hard realtime environments. Proc. of the MAAMAW’99. LNCS, vol. 1647, pages 63–76, 1999.

    Google Scholar 

  4. V. Botti and L. Hernandez. Control in real-time multiagent systems. In Proceedings of the Second Iberoamerican Workshop on DAI and MAS, pages 137–148, Toledo, Spain, 1998. Garijo, F., Lemaitre, C. (Eds.).

    Google Scholar 

  5. R.I. Davis, K.W. Tindell, and A. Burns. Scheduling slack time in fixed priority preemptive systems. In Proc. R-T Systems Symposium, North Carolina, pages 222–231. IEEE Comp. Society Press, 1993.

    Google Scholar 

  6. T. Dean and M. Boddy. An analysis of time-dependent planning. Proceedings of the seventh National Conference on Artificial Intelligence. St. Paul, Minessota,, pages 49–54, 1988.

    Google Scholar 

  7. A. Garcia-Fornes, A. Terrasa, V. Botti, and A. Crespo. Analyzing the schedulability of hard real-time artificial intelligence systems. EAAI, pages 369–377, 1997.

    Google Scholar 

  8. A. Garvey and V. Lesser. A survey of research in deliberative real-time artificial intelligence. The Journal of Real-Time Systems, 6:317–347, 1994.

    Article  Google Scholar 

  9. R. P. Goldman, D. J. Musliner, and K. D. Krebsbach. Managing online self-adaptation in real-time environments. In Proc. of Second International Workshop on Self Adaptive Software, Balatonfured, Hungary, 2001.

    Google Scholar 

  10. John R. Graham. Real-Time Scheduling in Distributed Multi-agent Systems. PhD thesis, Dept. of computer and Information Science. University of Delaware, 2001.

    Google Scholar 

  11. B. Hayes-Roth, R. Washington, D. Ash, A. Collinot, A. Vina, and A. Seiver. Guardian: A prototype intensive-care monitoring agent. AI in Medicine, 4:165–185, 1992.

    Google Scholar 

  12. A. E. Howe, D. M. Hart, and P. R. Cohen. Addressing real-time constraints in the design of autonomous agents. The Journal of Real-Time Systems, 2:81–97, 1990.

    Article  Google Scholar 

  13. F. Ingrand, M. P. George., and A. Rao. An architecture for real-time reasoning and system control. IEEE Expert, pages 34–44, December 1992.

    Google Scholar 

  14. C. L. Liu and James W. Layland. Scheduling algorithms for multiprogramming in a hard-real-time environment. Journal of the ACM, 20(1):46–61, 1973.

    Article  MATH  MathSciNet  Google Scholar 

  15. D. Musliner, E. Durfee, and K. Shin. Circa: a cooperative intelligent real-time control architecture. IEEE Transactions on Systems, Man and Cybernetics, 23(6), 1993.

    Google Scholar 

  16. D. J. Musliner. Safe learning in mission-critical domains: Time is of the essence. In Working Notes of the AAAI Spring Symposium on Safe Learning Agents, Stanford, California, 2002.

    Google Scholar 

  17. M. Occello and Y. Demazeau. Modelling decision making systems using agents satisfying real time constraints. IFAC Proceedings of 3rd IFAC Symposium on Intelligent Autonomous Vehicles, 1:51–56, 1998.

    Google Scholar 

  18. Anita Raja and Victor Lesser. Real-time meta-level control in multi agent systems. In Proceedings of Multi-Agent Systems and Applications-ACAI 2001 and EASSS 2001 Student Sessions. Also Adaptability and Embodiment Using Multi-Agent Systems: AEMAS 2001 Workshop. Prague, Czech Republic, 2001.

    Google Scholar 

  19. S. Russell and P. Norvig. Artificial Intelligence: A Modern Approach. Prentice Hall International Editions, 1995.

    Google Scholar 

  20. J. Soler, V. Julian, C. Carrascosa, and V. Botti. Applying the artis agent architecture to mobile robot control. In Proceedings of IBERAMIA’2000. Atibaia, Sao Paulo, Brasil, volume I, pages 359–368. Springer Verlag, 2000.

    Google Scholar 

  21. J.A. Stankovic. Misconceptions about real-time computing. IEEE Computer, 12(10):10–19, 1988.

    Google Scholar 

  22. A. Terrasa, A. García-Fornes, and V. Botti. Flexible real-time linux. Real-Time Systems Journal, 2:149–170, 2002.

    Google Scholar 

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Carrascosa, C., Rebollo, M., Julián, V., Botti, V. (2003). Deliberative Server for Real-Time Agents. In: Mařík, V., Pěchouček, M., Müller, J. (eds) Multi-Agent Systems and Applications III. CEEMAS 2003. Lecture Notes in Computer Science(), vol 2691. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45023-8_47

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  • DOI: https://doi.org/10.1007/3-540-45023-8_47

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40450-7

  • Online ISBN: 978-3-540-45023-8

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