Certified Robust Invariant Polytope Training in Neural Controlled ODEs

Akash Harapanahalli, Samuel Coogan

We propose a framework for training neural network controllers with certified robust forward invariant polytopes. First, we parameterize a family of lifted control systems in a hig…