Abstract
Intelligent mobile robots need the ability to integrate robust navigation facilities with higher level reasoning. This paper is an attempt at combining results and techniques from the areas of robot navigation and of intelligent agency. We propose to integrate an existing navigation system based on fuzzy logic with a deliberator based on the so-called BDI model. We discuss some of the subtleties involved in this integration, and illustrate it on a simulated example. Experiments on a real mobile robot are under way.
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References
M. E. Bratman. Intention, Plans, and Practical Reason. Harvard University Press, Cambridge, MA, 1987.
M. E. Bratman, D. J. Israel, and M. E. Pollack. Plans and resource-bounded practical reasoning. Computational Intelligence, 4:349–355, 1988.
P. R. Cohen and H. J. Levesque. Intention is choice with commitment. Artificial Intelligence, 42:213–261, 1990.
M. P. Georgeff and F. F. Ingrand. Decision-making in an embedded reasoning system. In Procs. of the AAAI Conf., pages 972–978, Detroit, MI, 1989.
M. P. Georgeff and F. F. Ingrand. Monitoring and control of spacecraft systems using procedural reasoning. In Proceedings of the Space Operations Automation and Robotics Workshop, 1989.
M. P. Georgeff and A. S. Rao. Profile of the Australian Artificial Intelligence Institute. IEEE Expert, 6, December:89–92, 1996.
F. F. Ingrand, R. Chatila, R. Alami, and F. Robert. PRS: a high level supervision and control language for autonomous mobile robots. In Procs. of the Int. Conf. on Robotics and Automation, Minneapolis, MN, 1996.
D. Kinny and M. Georgeff. Commitment and effectiveness of situated agents. In Procs. of the Int. Joint Conf. on Artificial Intelligence, pages 82–88, Sydney, Australia, 1991.
K. Konolige, K.L. Myers, E.H. Ruspini, and A. Saffiotti. The Saphira architecture: A design for autonomy. Journal of Experimental and Theoretical Artificial Intelligence, 9(1):215–235, 1997.
J. Lee, M. J. Huber, E. H. Durfee, and P. G. Kenny. UM-PRS: an implementation of the procedural reasoning system for multirobot applications. In AIAA/NASA Conf. on Int. Robots in Field, Factory, Service and Space. American Institute of Aeronautics and Astronautics, 1994.
A. Saffiotti. Autonomous robot navigation: a fuzzy logic approach. PhD thesis, Université Libre de Bruxelles, Brussels, Belgium, 1998.
A. Saffiotti, K. Konolige, and E. H. Ruspini. A multivalued-logic approach to integrating planning and control. Artificial Intelligence, 76(1–2):481–526, 1995.
A. Saffiotti, E. H. Ruspini, and K. Konolige. Blending reactivity and goal-directedness in a fuzzy controller. In Proc. of the 2nd IEEE Int. Conf. on Fuzzy Systems, pages 134–139, San Francisco, California, 1993. IEEE Press.
A. Saffiotti and L.P. Wesley. Perception-based self-localization using fuzzy locations. In M. van Lambalgen L. Dorst and F. Voorbraak, editors, Reasoning with Uncertainty in Robotics — Proc. of the 1st Int. Workshop, number 1093 in LNAI, pages 368–385. Springer, Berlin, DE, 1996.
M. Wooldridge and S. Parsons. Intention reconsideration reconsidered. In Proc. of the 5th Int. Workshop on Agent Theories Architectures and Languages (ATAL), Paris, F, 1998.
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© 1999 Springer-Verlag Berlin Heidelberg
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Parsons, S., Pettersson, O., Saffiotti, A., Wooldridge, M. (1999). Robots with the Best of Intentions. In: Wooldridge, M.J., Veloso, M. (eds) Artificial Intelligence Today. Lecture Notes in Computer Science(), vol 1600. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48317-9_13
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DOI: https://doi.org/10.1007/3-540-48317-9_13
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