Neural Contraction Metrics with Formal Guarantees for Discrete-Time Nonlinear Dynamical Systems

Haoyu Li, Xiangru Zhong, Bin Hu +1

Contraction metrics are crucial in control theory because they provide a powerful framework for analyzing stability, robustness, and convergence of various dynamical systems. Howev…