Reconsidering AGM-style belief revision in the context of logic programs
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Delgrande, James
Nayak, Abhaya
Sattar, Abdul
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Kaminka, GA
Fox, M
Bouquet, P
Hullermeier, E
Dignum, V
Dignum, F
VanHarmelen, F
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Hague, NETHERLANDS
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Abstract
Belief revision has been studied mainly with respect to background logics that are monotonic in character. In this paper we study belief revision when the underlying logic is non-monotonic instead—an inherently interesting problem that is under explored. In particular, we will focus on the revision of a body of beliefs that is represented as a logic program under the answer set semantics, while the new information is also similarly represented as a logic program. Our approach is driven by the observation that unlike in a monotonic setting where, when necessary, consistency in a revised body of beliefs is maintained by jettisoning some old beliefs, in a non-monotonic setting consistency can be restored by adding new beliefs as well. We will define two revision functions through syntactic and model-theoretic methods respectively and subsequently provide representation theorems for characterising them.
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ECAI 2016: 22ND EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE
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285
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© 2016 IOS Press. This is the author-manuscript version of this paper. Reproduced in accordance with the copyright policy of the publisher. Please refer to the publisher website for access to the definitive, published version.
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Artificial intelligence not elsewhere classified