A Universal Framework for Generalized Run Time Assurance with JAX Automatic Differentiation

Umberto Ravaioli, Kyle Dunlap, Kerianne Hobbs

With the rise of increasingly complex autonomous systems powered by black box AI models, there is a growing need for Run Time Assurance (RTA) systems that provide online safety fil…