Analytical Lyapunov Function Discovery: An RL-based Generative Approach

Haohan Zou, Jie Feng, Hao Zhao +1

Despite advances in learning-based methods, finding valid Lyapunov functions for nonlinear dynamical systems remains challenging. Current neural network approaches face two main is…