Leonhard Sprandl

Learning Geometrically-Informed Lyapunov Functions with Deep Diffeomorphic RBF Networks

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. While the geometrical properties of such certificate functions are well understood, synthesizing them using machine le…