Sebastián Guadalupe

Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes

We study the verification problem for closed-loop dynamical systems with neural-network controllers (NNCS). This problem is commonly reduced to computing the set of reachable states. When considering dynamical systems and neural networks in isolation, there exist precise approaches for that task bas…