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Verification of Closed-loop Systems with Neural Network Controllers.

, , , and . ARCH@CPSIoTWeek, volume 61 of EPiC Series in Computing, page 201-210. EasyChair, (2019)

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Verification of Continuous Time Recurrent Neural Networks (Benchmark Proposal)., and . ARCH@ADHS, volume 54 of EPiC Series in Computing, page 196-207. EasyChair, (2018)Decentralized Real-Time Safety Verification for Distributed Cyber-Physical Systems., , , , and . FORTE, volume 11535 of Lecture Notes in Computer Science, page 261-277. Springer, (2019)Safety Verification of Cyber-Physical Systems with Reinforcement Learning Control., , , , , and . ACM Trans. Embedded Comput. Syst., 18 (5s): 105:1-105:22 (2019)Real-Time Verification for Distributed Cyber-Physical Systems., , , , and . CoRR, (2019)Linear Differential-Algebraic Equations (Benchmark Proposal)., , , and . ARCH@ADHS, volume 54 of EPiC Series in Computing, page 174-184. EasyChair, (2018)Verification for Machine Learning, Autonomy, and Neural Networks Survey., , , , , , , and . CoRR, (2018)ARCH-COMP19 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants., , , , , , and . ARCH@CPSIoTWeek, volume 61 of EPiC Series in Computing, page 103-119. EasyChair, (2019)Reachable Set Estimation and Verification for Neural Network Models of Nonlinear Dynamic Systems., , , and . CoRR, (2018)Star-Based Reachability Analysis of Deep Neural Networks., , , , , , and . FM, volume 11800 of Lecture Notes in Computer Science, page 670-686. Springer, (2019)Parallelizable reachability analysis algorithms for feed-forward neural networks., , , , , , and . FormaliSE@ICSE, page 31-40. IEEE / ACM, (2019)