POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems

Yixuan Wang 0001, Weichao Zhou, Jiameng Fan, Zhilu Wang, Jiajun Li, Xin Chen 0002, Chao Huang 0015, Wenchao Li 0001, Qi Zhu 0002. POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems. IEEE Trans. on CAD of Integrated Circuits and Systems, 43(3):994-1007, March 2024. [doi]

Abstract

Abstract is missing.