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Uncertainty seems to be inherent in most robotic applications. This is because a robot's sensors and actuators are in general imprecise and prone to error. The logic-based action language GOLOG was introduced for the purpose of high-level robot control, but its usefulness was limited because it did not address uncertainty. bIn this paper we show how this deficiency can be overcome.
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Czasopismo
Rocznik
Tom
Strony
167--192
Opis fizyczny
Bibliogr. 36 poz.
Twórcy
autor
- Department of Computer Science V, RWTH Aachen, 52056 Aachen, Germany
autor
- Department of Computer Science V, RWTH Aachen, 52056 Aachen, Germany
Bibliografia
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- [GA99] Emmanuel Guere and Rachid Alami. A possibilistic planner that deals with non-determinism and contingency. In IJCAI’99, 1999.
- [GB98] H. Geffner and B. Bonet. High-level planning and control with incomplete information using pomdps. In Proc. Fall AAAI Symposium on Cognitive Robotics, 1998.
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- [Gro02] Henrik Grosskreutz. Towards more realistic logic-based robot controllers in the Golog framework. PhD thesis, Fachgruppe Informatik, RWTH Aachen, February 2002.
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- [Poo97] David Poole. The independent choice logic for modelling multiple agents under uncertainty. Artificial Intelligence, 94(1-2):5-56, 1997.
- [Poo98] David Poole. Decision theory, the situation calculus and conditional plans. Linköping Electronic Articles in Computer and Information Science, 3(8), 1998. URL: http://www.ep.liu.se/ea/cis/1998/008/.
- [Rei98] R. Reiter. Sequential, temporal golog. In Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR’98).Morgan Kaufmann, 1998.
- [Rei00] R. Reiter. On knowledge-based programming with sensing in the situation calculus. In Second International Cognitive Robotics Workshop, 2000.
- [Rei01] R. Reiter. KNOWLEDGE IN ACTION: Logical Foundations for Describing and Implementing Dynamical Systems. MIT Press, 2001.
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- [Sou01] Mikhail Soutchanski. An on-line decision-theoretic golog interpreter. In IJCAI’2001, 2001.
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Bibliografia
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bwmeta1.element.baztech-article-BUS2-0004-0148