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Counterexample Generation for Markov Chains Using SMT-Based Bounded Model Checking.

, , , , and . FMOODS/FORTE, volume 6722 of Lecture Notes in Computer Science, page 75-89. Springer, (2011)

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Machine Learning and Model Checking Join Forces (Dagstuhl Seminar 18121)., , , and . Dagstuhl Reports, 8 (3): 74-93 (2018)Probabilistic Model Checking for Complex Cognitive Tasks - A case study in human-robot interaction., , , and . CoRR, (2016)Safety-Constrained Reinforcement Learning for MDPs., , , , and . CoRR, (2015)Neural Simplex Architecture., , , , , and . CoRR, (2019)DTMC Model Checking by SCC Reduction., , , , and . QEST, page 37-46. IEEE Computer Society, (2010)Synthesis in pMDPs: A Tale of 1001 Parameters., , , , and . ATVA, volume 11138 of Lecture Notes in Computer Science, page 160-176. Springer, (2018)Parameter Synthesis for Markov Models: Faster Than Ever., , , , and . ATVA, volume 9938 of Lecture Notes in Computer Science, page 50-67. (2016)Sequential Convex Programming for the Efficient Verification of Parametric MDPs., , , , , , and . TACAS (2), volume 10206 of Lecture Notes in Computer Science, page 133-150. (2017)Symbolic Counterexample Generation for Discrete-Time Markov Chains., , , , , , and . FACS, volume 7684 of Lecture Notes in Computer Science, page 134-151. Springer, (2012)Structured Synthesis for Probabilistic Systems., , , and . NFM, volume 11460 of Lecture Notes in Computer Science, page 237-254. Springer, (2019)