Dynamic logic of parallel propositional assignments and its applications to planning

Dynamic logic of parallel propositional assignments and its applications to planning

Andreas Herzig, Frédéric Maris, Julien Vianey

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence
Main track. Pages 5576-5582. https://doi.org/10.24963/ijcai.2019/774

We introduce a dynamic logic with parallel composition and two kinds of nondeterministic composition, exclusive and inclusive. We show PSPACE completeness of both the model checking and the satisfiability problem and apply our logic to sequential and parallel classical planning where actions have conditional effects.
Keywords:
Planning and Scheduling: Theoretical Foundations of Planning
Knowledge Representation and Reasoning: Non-classical Logics for Knowledge Representation