Reasoning about Action: An Argumentation - Theoretic Approach

We present a uniform non-monotonic solution to the problems of reasoning about action on the basis of an argumentation-theoretic approach. Our theory is provably correct relative to a sensible minimisation policy introduced on top of a temporal propositional logic. Sophisticated problem domains can...

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Veröffentlicht in:The Journal of artificial intelligence research 2005-01, Vol.24, p.465-518
Hauptverfasser: Vo, Q. B., Foo, N. Y.
Format: Artikel
Sprache:eng
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Zusammenfassung:We present a uniform non-monotonic solution to the problems of reasoning about action on the basis of an argumentation-theoretic approach. Our theory is provably correct relative to a sensible minimisation policy introduced on top of a temporal propositional logic. Sophisticated problem domains can be formalised in our framework. As much attention of researchers in the field has been paid to the traditional and basic problems in reasoning about actions such as the frame, the qualification and the ramification problems, approaches to these problems within our formalisation lie at heart of the expositions presented in this paper.
ISSN:1076-9757
1076-9757
1943-5037
DOI:10.1613/jair.1602