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Formal Analysis and Redesign of a Neural Network-Based Aircraft Taxiing System with VerifAI.

, , , , and . CAV (1), volume 12224 of Lecture Notes in Computer Science, page 122-134. Springer, (2020)

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Guest Editorial: Special issue on robust machine learning., , , , , and . Mach. Learn., 112 (8): 2787-2789 (2023)Scenic: a language for scenario specification and scene generation., , , , , and . PLDI, page 63-78. ACM, (2019)A Customizable Dynamic Scenario Modeling and Data Generation Platform for Autonomous Driving., , , , , , and . CoRR, (2020)Algorithmic Improvisation.. University of California, Berkeley, USA, (2019)Formal Scenario-Based Testing of Autonomous Vehicles: From Simulation to the Real World., , , , , , , , , and . ITSC, page 1-8. IEEE, (2020)Formal Specification for Deep Neural Networks., , , , , , , , and . ATVA, volume 11138 of Lecture Notes in Computer Science, page 20-34. Springer, (2018)Entropy-Guided Control Improvisation., , , and . Robotics: Science and Systems, (2021)Scenic: a language for scenario specification and data generation., , , , , , and . Mach. Learn., 112 (10): 3805-3849 (October 2023)VerifAI: A Toolkit for the Formal Design and Analysis of Artificial Intelligence-Based Systems., , , , , , and . CAV (1), volume 11561 of Lecture Notes in Computer Science, page 432-442. Springer, (2019)Demo: Querying Labelled Data with Scenario Programs for Sim-to-Real Validation., , , , , and . ICCPS, page 322-323. IEEE, (2022)