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Verification of Neural Networks: Challenges and Perspectives in the AIDOaRt Project (Short Paper).

, , , , , and . IPS/RiCeRcA/SPIRIT@AI*IA, volume 3345 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)

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Verification and repair of control policies for safe reinforcement learning., , and . Appl. Intell., 48 (4): 886-908 (2018)Consistency of Property Specification Patterns with Boolean and Constrained Numerical Signals., , , and . CoRR, (2017)How to Abstract Intelligence? (If Verification Is in Order)., , , and . AAAI Fall Symposia, AAAI Press, (2013)Evaluating probabilistic model checking tools for verification of robot control policies., , and . AI Commun., 29 (2): 287-299 (2016)An Empirical Study of QBF Encodings: from Treewidth Estimation to Useful Preprocessing., and . Fundam. Informaticae, 102 (3-4): 391-427 (2010)Translation-based approaches for solving disjunctive temporal problems with preferences., , and . Constraints An Int. J., 23 (4): 383-402 (2018)Verification of Neural Networks: Enhancing Scalability Through Pruning., , , and . ECAI, volume 325 of Frontiers in Artificial Intelligence and Applications, page 2505-2512. IOS Press, (2020)Verification of NNs in the IMOCO4.E Project: Preliminary Results., , and . ETFA, page 1-4. IEEE, (2023)Vector Reconstruction Error for Anomaly Detection: Preliminary Results in the IMOCO4.E Project., , , and . ETFA, page 1-4. IEEE, (2023)Automata based test generation with SpecPro., , , and . RET@ICSE, page 13-16. IEEE / ACM, (2019)