Towards Certification of a Reduced Footprint ACAS-Xu System: A Hybrid ML-Based Solution

Author:

Damour Mathieu,De Grancey Florence,Gabreau Christophe,Gauffriau Adrien,Ginestet Jean-Brice,Hervieu Alexandre,Huraux Thomas,Pagetti Claire,Ponsolle Ludovic,Clavière Arthur

Publisher

Springer International Publishing

Reference30 articles.

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2. AVSI: Final Report AFE 87 - Machine Learning (2020)

3. Hawkins, R., Calinescu, R., Picardi, C., Paterson, C., Habli, I.: Argument patterns and processes for machine learning in safety-related systems. University of York, York, U.K. (2020)

4. Clavière, A., Asselin, E., Garion, C., Pagetti, C.: Safety verification of neural network controlled systems. In: 7th International Workshop on Safety and Security of Intelligent Vehicles (SSIV 2021) (2021)

5. Diederik, J.B., Kingma, P.: Adam: a method for stochastic optimization. In: 3rd International Conference for Learning Representations (2015)

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