Propositional modal logics have two independent sources of complexity: unbounded logical omniscience and unbounded logical introspection. This paper discusses an approximation method to tame both of them, by merging propositional approximations with a new technique tailored for multi-modal logics. It provides both skeptical and credulous approximations (or approximation that are neither of the two). On this semantics we build an anytime proof procedure with a simple modification to classical modal tableaux. The procedure yields approximate proofs whose precision increases as we have more resources (time, space etc.) and we analyze its semantical and computational `quality guarantees'.

Anytime Approximate Modal Reasoning

Massacci, Fabio
1998-01-01

Abstract

Propositional modal logics have two independent sources of complexity: unbounded logical omniscience and unbounded logical introspection. This paper discusses an approximation method to tame both of them, by merging propositional approximations with a new technique tailored for multi-modal logics. It provides both skeptical and credulous approximations (or approximation that are neither of the two). On this semantics we build an anytime proof procedure with a simple modification to classical modal tableaux. The procedure yields approximate proofs whose precision increases as we have more resources (time, space etc.) and we analyze its semantical and computational `quality guarantees'.
1998
Proc. of 15th National (U.S.) Conference on Artificial Intelligence (AAAI-98)
Madison, Wisconsin
AAAI-98
978-1-57735-418-5
Massacci, Fabio
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/15846
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