Neural Lyapunov Function Approximation with Self-Supervised Reinforcement Learning

Luc McCutcheon, Bahman Gharesifard, Saber Fallah

Control Lyapunov functions are traditionally used to design a controller which ensures convergence to a desired state, yet deriving these functions for nonlinear systems remains a…