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PrIC3: Property Directed Reachability for MDPs

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arxiv 2004.14835 v2 pith:GLH4LXVC submitted 2020-04-30 cs.LO

PrIC3: Property Directed Reachability for MDPs

Kevin Batz , Sebastian Junges , Benjamin Lucien Kaminski , Joost-Pieter Katoen , Christoph Matheja , Philipp Schr\"oer This is my paper
classification cs.LO
keywords pric3checkingmdpsmodelsymbolicalongsidebeenconservative
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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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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