Decidable Verification of Golog Programs over Non-Local Effect Actions

Authors

  • Benjamin Zarrieß Technische Universität Dresden
  • Jens Claßen RWTH Aachen University

DOI:

https://doi.org/10.1609/aaai.v30i1.10109

Keywords:

Golog Verification, Situation Calculus

Abstract

The Golog action programming language is a powerful means to express high-level behaviours in terms of programs over actions defined in a Situation Calculus theory. In particular for physical systems, verifying that the program satisfies certain desired temporal properties is often crucial, but undecidable in general, the latter being due to the language's high expressiveness in terms of first-order quantification, range of action effects, and program constructs. So far, approaches to achieve decidability involved restrictions where action effects either had to be context-free (i.e. not depend on the current state), local (i.e. only affect objects mentioned in the action's parameters), or at least bounded (i.e. only affect a finite number of objects). In this paper, we introduce two new, more general classes of action theories that allow for context-sensitive, non-local, unbounded effects, i.e. actions that may affect an unbounded number of possibly unnamed objects in a state-dependent fashion. We contribute to the further exploration of the boundary between decidability and undecidability for Golog, showing that for our new classes of action theories in the two-variable fragment of first-order logic, verification of CTL* properties of programs over ground actions is decidable.

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Published

2016-02-21

How to Cite

Zarrieß, B., & Claßen, J. (2016). Decidable Verification of Golog Programs over Non-Local Effect Actions. Proceedings of the AAAI Conference on Artificial Intelligence, 30(1). https://doi.org/10.1609/aaai.v30i1.10109

Issue

Section

Technical Papers: Knowledge Representation and Reasoning