Jan 17, 2022 · Title:Neural Network Compression of ACAS Xu Early Prototype is Unsafe: Closed-Loop Verification through Quantized State Backreachability.

May 20, 2022 · We proceed by contraction. Assume the quantized closed-loop system is unsafe and so these exists a finite path from an initial state to an ...

May 24, 2022 · Neural Network Compression of ACAS Xu Early Prototype Is Unsafe: Closed-Loop Verification Through Quantized State Backreachability.

Two key ideas are needed to make this work: (1) we perform state quantization rather than input quantization and (2) we use backreachability from the unsafe ...

A technique to verify a closed-loop approximation of the ACAS Xu system using state quantization and backreachability is developed and when the method fails ...

Neural Network Compression of ACAS Xu Early Prototype Is Unsafe: Closed-Loop Verification Through Quantized State Backreachability. May 2022. DOI:10.1007/978-3- ...

Jan 17, 2022 · Closed-Loop ACAS Xu NNCS is Unsafe: Quantized State Backreachability for Verification. January 2022. DOI:10.48550/arXiv.2201.06626. License; CC ...

Jul 22, 2022 · Neural Network Compression of ACAS Xu Early Prototype is Unsafe: Closed-Loop Verification through Quantized State Backreachability. Jul 22 ...

Neural Network Compression of ACAS Xu Early Prototype Is Unsafe: Closed-Loop Verification Through Quantized State Backreachability. Stanley Bak, Hoang-Dung ...

... Neural Network Compression of ACAS Xu Early Prototype Is Unsafe: Closed-Loop Verification Through Quantized State Backreachability. NASA Formal Methods: 14th ...