Learning Geometrically-Informed Lyapunov Functions with Deep Diffeomorphic RBF Networks

Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche

The practical deployment of learning-based autonomous systems would greatly benefit from tools that flexibly obtain safety guarantees in the form of certificate functions from data…