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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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Scalable Inverse Reinforcement Learning via Instructed Feature Construction., and . NeSy@AAAI, volume WS-12-11 of AAAI Technical Report, AAAI Press, (2012)Pruning Adaptive Boosting., and . ICML, page 211-218. Morgan Kaufmann, (1997)Reinforcement Learning-Based Air Traffic Deconfliction., , and . CoRR, (2023)Formal Analysis of Neural Network-Based Systems in the Aircraft Domain., , , , , , and . FM, volume 13047 of Lecture Notes in Computer Science, page 730-740. Springer, (2021)Applying Supervised Learning to Real-World Problems.. AAAI/IAAI, page 951. AAAI Press / The MIT Press, (1999)Class Probability Estimation and Cost-Sensitive Classification Decisions.. ECML, volume 2430 of Lecture Notes in Computer Science, page 270-281. Springer, (2002)Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers., and . ICML, page 583-590. Morgan Kaufmann, (2000)Active Cost-Sensitive Learning.. IJCAI, page 1622-1613. Professional Book Center, (2005)Embeddings for the Identification of Aircraft Faults (MERIT)., , , , , and . ICPHM, page 1-8. IEEE, (2018)Verification of Semantic Key Point Detection for Aircraft Pose Estimation., , , , , and . KR, page 757-762. (2023)