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

Reasoning about actions with EL ontologies with temporal answer sets