Incollection,

The Event Calculus Explained

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Artificial Intelligence Today, Lecture Notes in AI no. 1600, Springer, (1999)

Abstract

This article presents the event calculus, a logic-based formalism for representing actions and their effects. A circumscriptive solution to the frame problem is deployed which reduces to monotonic predicate completion. Using a number of benchmark examples from the literature, the formalism is shown to apply to a variety of domains, including those featuring actions with indirect effects, actions with non-deterministic effects, concurrent actions, and continuous change.

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