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Towards Scalable Verification of RL-Driven Systems., , and . CoRR, (2021)Verifying Learning-Based Robotic Navigation Systems., , , , , , and . TACAS (1), volume 13993 of Lecture Notes in Computer Science, page 607-627. Springer, (2023)Marabou 2.0: A Versatile Formal Analyzer of Neural Networks., , , , , , , , , and 7 other author(s). CAV (2), volume 14682 of Lecture Notes in Computer Science, page 249-264. Springer, (2024)Towards Scalable Verification of Deep Reinforcement Learning., , and . FMCAD, page 193-203. IEEE, (2021)Safe and Reliable Training of Learning-Based Aerospace Controllers., , , , , , , , , and 3 other author(s). CoRR, (2024)Neural Network Robustness as a Verification Property: A Principled Case Study., , , , , , and . CAV (1), volume 13371 of Lecture Notes in Computer Science, page 219-231. Springer, (2022)Formally Explaining Neural Networks within Reactive Systems., , , , and . FMCAD, page 1-13. IEEE, (2023)An SMT-Based Approach for Verifying Binarized Neural Networks., , , and . TACAS (2), volume 12652 of Lecture Notes in Computer Science, page 203-222. Springer, (2021)Verification-Guided Shielding for Deep Reinforcement Learning., , , , , and . CoRR, (2024)Verifying the Generalization of Deep Learning to Out-of-Distribution Domains., , , , and . J. Autom. Reason., 68 (3): 17 (September 2024)