PrIC3: Property Directed Reachability for MDPs

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Abstract

IC3 has been a leap forward in symbolic model checking. This paper proposes PrIC3 (pronounced pricy-three), a conservative extension of IC3 to symbolic model checking of MDPs. Our main focus is to develop the theory underlying PrIC3. Alongside, we present a first implementation of PrIC3 including the key ingredients from IC3 such as generalization, repushing, and propagation.

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Batz, K., Junges, S., Kaminski, B. L., Katoen, J. P., Matheja, C., & Schröer, P. (2020). PrIC3: Property Directed Reachability for MDPs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12225 LNCS, pp. 512–538). Springer. https://doi.org/10.1007/978-3-030-53291-8_27

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