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Reasoning about actions with EL ontologies with temporal answer sets

arXiv 2107.08403 ↗First posted 18 Jul 2021cs.AIcited by 0

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Abstract (arXiv)

We propose an approach based on Answer Set Programming for reasoning about actions with domain descriptions including ontological knowledge, expressed in the lightweight description logic EL^bot. We consider a temporal action theory, which allows for non-deterministic actions and causal rules to deal with ramifications, and whose extensions are defined by temporal answer sets. We provide conditions under which action consistency can be guaranteed with respect to an ontology, by a polynomial encoding of an action theory extended with an EL^bot knowledge base (in normal form) into a temporal action theory.

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  1. 2014Description Logic Knowledge and Action Basescited by 8

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