Abstract
We study the integration of two prominent fields of logic-based AI: action formalisms and non-monotonic reasoning. The resulting framework allows an agent employing an action theory as internal world model to make useful default assumptions. We show that the mechanism behaves properly in the sense that all intuitively possible conclusions can be drawn and no implausible inferences arise. In particular, it suffices to make default assumptions only once (in the initial state) to solve projection problems.
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McCarthy, J., Hayes, P.J.: Some Philosophical Problems from the Standpoint of Artificial Intelligence. In: Machine Intelligence, pp. 463–502. Edinburgh University Press (1969)
Hanks, S., McDermott, D.: Nonmonotonic Logic and Temporal Projection. Artificial Intelligence 33(3), 379–412 (1987)
Reiter, R.: The Frame Problem in the Situation Calculus: A Simple Solution (Sometimes) and a Completeness Result for Goal Regression. In: Artificial Intelligence and Mathematical Theory of Computation – Papers in Honor of John McCarthy, pp. 359–380. Academic Press, London (1991)
Thielscher, M.: From Situation Calculus to Fluent Calculus: State Update Axioms as a Solution to the Inferential Frame Problem. Artificial Intelligence 111(1–2), 277–299 (1999)
Reiter, R.: A Logic for Default Reasoning. Artificial Intelligence 13, 81–132 (1980)
Thielscher, M.: A Unifying Action Calculus. Artificial Intelligence (to appear, 2009)
McCarthy, J.: Situations and Actions and Causal Laws, Stanford Artificial Intelligence Project: Memo 2 (1963)
Kowalski, R.A., Sergot, M.J.: A Logic-based Calculus of Events. New Generation Computing 4(1), 67–95 (1986)
Pirri, F., Reiter, R.: Some Contributions to the Metatheory of the Situation Calculus. Journal of the ACM 46(3), 325–361 (1999)
Brewka, G., Eiter, T.: Prioritizing Default Logic: Abridged Report. In: Festschrift on the occasion of Prof. Dr. W. Bibel’s 60th birthday. Kluwer, Dordrecht (1999)
Brewka, G.: Preferred Subtheories: An Extended Logical Framework for Default Reasoning. In: Proceedings of the Eleventh International Conference on Artificial Intelligence, pp. 1043–1048 (1989)
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© 2009 Springer-Verlag Berlin Heidelberg
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Strass, H., Thielscher, M. (2009). On Defaults in Action Theories. In: Mertsching, B., Hund, M., Aziz, Z. (eds) KI 2009: Advances in Artificial Intelligence. KI 2009. Lecture Notes in Computer Science(), vol 5803. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04617-9_38
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DOI: https://doi.org/10.1007/978-3-642-04617-9_38
Publisher Name: Springer, Berlin, Heidelberg
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