PolarNet: Single-Minima Neural Network for Modeling Lyapunov Functions

Yuan Zhong, Jiaxin Cheng, Hefu Ye +1

Learning control strategies with provable stability guarantees continues to be a challenging problem. In this work, we examine a family of training-time behaviors exhibited by exis…