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Situation Calculus as Hybrid Logic: First Steps

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2258))

Abstract

The situation calculus, originally conceived by John McCarthy, is one of the main representation languages in artificial intelligence. The original papers introducing the situation calculus also highlight the connection between the fields of artificial intelligence and philosophical logic (especially modal logics of belief, knowledge, and tense). Modal logic changed enormously since the 60s. This paper sets out to revive the connection between situation calculus and modal logic. In particular, we will show that quantified hybrid logic, QHL, is able to express situation calculus formulas often more natural and concise than the original formulations. The main contribution of this paper is a new quantified hybrid logic with temporal operators and action modalities, tailor-made for expressing the fluents of situation calculus.

This research was supported by the Netherlands Organization for Scientific Research (NWO, grants # 400-20-036 and # 612-62-001). This work was carried out as part of the INRIA funded partnership between CALG (Computational and Applied Logic Group, University of Amsterdam) and LED (Langue et Dialogue, LORIA, Nancy).

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References

  1. J. Allen. Maintaining knowledge about temporal intervals. Artificial Intelligence, 26:832–843, 1983.

    MATH  Google Scholar 

  2. C. Areces, P. Blackburn, and M. Marx. Hybrid logics. Characterization, interpolation and complexity. Journal of Symbolic Logic, 2001. In print.

    Google Scholar 

  3. P. Blackburn. Representation, reasoning, and relational structures: a hybrid logic manifesto. Logic Journal of the IGPL, 8(3):339–365, 2000.

    Article  MATH  MathSciNet  Google Scholar 

  4. P. Blackburn, M. de Rijke, and Y. Venema. Modal Logic, volume 53 of Cambridge Tracts in Theoretical Computer Science. Cambridge University Press, Cambridge UK, 2001.

    Google Scholar 

  5. A. Borgida. Description logics in data management. IEEE Transactions on Knowlede and Data Engineering, 7:671–682, 1995.

    Article  Google Scholar 

  6. R. Brachman and J. Schmolze. An overview of the KL-ONE knowledge representation system. Cognitive Science, 9(2):171–216, 1985.

    Article  Google Scholar 

  7. G. Brewka, J. Dix, and K. Konolige. Nonmonotonic Reasoning: an overview. Number 73 in CSLI Lecture Notes. CSLI Publications, Stanford CA, 1997.

    MATH  Google Scholar 

  8. D. Calvanese, G. De Giacomo, D. Nardi, and M. Lenzerini. Reasoning in expressive description logics. In A. Robinson and A. Voronkov, editors, Handbook of Automated Reasoning. Elsevier Science Publishers, 1999.

    Google Scholar 

  9. M. Fitting. Proof Methods for Modal and Intuitionistic Logics. Number 169 in Synthese Library. Reidel, Dordrecht, 1983.

    MATH  Google Scholar 

  10. D. Harel, D. Kozen, and J. Tiuryn. Dynamic Logic. MIT Press, 2000.

    Google Scholar 

  11. R.A. Kowalski and M. J. Sergot.A logic based calculus of events. NewGeneration Computing, 4:67–95, 1986.

    Article  Google Scholar 

  12. H. J. Levesque, F. Pirri, and R. Reiter. Foundations for a calculus of situations. Electronic Transactions on Artificial Intelligence, 2:159–178, 1998.

    MathSciNet  Google Scholar 

  13. J. McCarthy. Situations, actions, and causal laws. Stanford Artificial Intelligence Project Memo 2, Stanford University, 1963.

    Google Scholar 

  14. J. McCarthy and P. J. Hayes. Some philosophical problems from the standpoint of artificial intelligence. In B. Meltzer and D. Michie, editors, Machine Intelligence 4, pages 463–502. Edinburgh University Press, 1969.

    Google Scholar 

  15. S. Passy and T. Tinchev. An essay in combinatory dynamic logic. Information and Computation, 93:263–332, 1991.

    Article  MATH  MathSciNet  Google Scholar 

  16. V. Pratt. Models of program logics. In Proceedings of the 20th IEEE symposium on Foundations of Computer Science, pages 115–122, 1979.

    Google Scholar 

  17. A. N. Prior. Past, Present and Future. Oxford University Press, 1967.

    Google Scholar 

  18. R. Reiter. Knowledge in action: Logical foundations for describing and implementing dynamical systems. Draft version of a book on situation calculus, 1996-2000.

    Google Scholar 

  19. M. Shanahan. Solving the Frame Problem: A Mathematical Investigation of the Common Sense Law of Intertia. The MIT Press, Cambridge MA, 1997.

    Google Scholar 

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© 2001 Springer-Verlag Berlin Heidelberg

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Blackburn, P., Kamps, J., Marx, M. (2001). Situation Calculus as Hybrid Logic: First Steps. In: Brazdil, P., Jorge, A. (eds) Progress in Artificial Intelligence. EPIA 2001. Lecture Notes in Computer Science(), vol 2258. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45329-6_26

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  • DOI: https://doi.org/10.1007/3-540-45329-6_26

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-43030-8

  • Online ISBN: 978-3-540-45329-1

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