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Machine Learning and Model Checking Join Forces (Dagstuhl Seminar 18121).

, , , and . Dagstuhl Reports, 8 (3): 74-93 (2018)

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Compositionality for Quantitative Specifications., , , and . FACS, volume 8997 of Lecture Notes in Computer Science, page 306-324. Springer, (2014)MoTraS: A Tool for Modal Transition Systems and Their Extensions., and . ATVA, volume 8172 of Lecture Notes in Computer Science, page 487-491. Springer, (2013)Survey of Statistical Verification of Linear Unbounded Properties: Model Checking and Distances.. ISoLA (1), volume 9952 of Lecture Notes in Computer Science, page 27-45. (2016)Satisfiability of Quantitative Probabilistic CTL: Rise to the Challenge., , and . Principles of Systems Design, volume 13660 of Lecture Notes in Computer Science, page 364-387. Springer, (2022)Runtime Monitoring for Out-of-Distribution Detection in Object Detection Neural Networks., , , and . FM, volume 14000 of Lecture Notes in Computer Science, page 622-634. Springer, (2023)Controller Synthesis for MDPs and Frequency LTL\GU., , and . LPAR, volume 9450 of Lecture Notes in Computer Science, page 162-177. Springer, (2015)Semantic Labelling and Learning for Parity Game Solving in LTL Synthesis., , and . ATVA, volume 11781 of Lecture Notes in Computer Science, page 404-422. Springer, (2019)Satisfiability Bounds for ω-Regular Properties in Bounded-Parameter Markov Decision Processes., , and . CDC, page 2284-2291. IEEE, (2019)Learning Attack Trees by Genetic Algorithms., , and . ICTAC, volume 14446 of Lecture Notes in Computer Science, page 55-73. Springer, (2023)Approximating Values of Generalized-Reachability Stochastic Games., , , , and . LICS, page 102-115. ACM, (2020)