A Knowledge Representation Framework Based on Autoepistemic Logic of Minimal Beliefs

Nonmonotonic Reasoning

Volume

Proceedings of the AAAI Conference on Artificial Intelligence, 12

Nonmonotonic Reasoning

In recent years, various formalizations of non-monotonic reasoning and different semantics for normal and disjunctive logic programs have been proposed, including autoepisttic logic, circumscription, CWA, GCWA, ECWA, epistemic specfications, stable, well-founded, stationary and static semantics of normal and disjunctive logic programs. In this paper we introduce a simple non-monotonic knowledge representation framework which isomorphically contains all of the above mentioned non-monotonic formalisms and semantics as special cases and yet is significantly more expressive than each one of these formalisms considered individually. The new formalism, called the AutoEpidemic Logic of minimal Beliefs, AELB, is obtained by augmenting Moore’s autoepistemic logic, AEL, with an additional minimal belief operator, B, which allows us to explicitly talk about minimally entailed formulae. The existence of such a uniform framework not only results in a new powerful non-monotonic formalism but also allows us to compare and better understand mutual relationships existing between different non-monotonic formalisms and semantics and enables us to provide simpler and more natural definitions of some of them. It also naturally leads to new, even more expressive and flexible formalizations and semantics.