LILAD: Learning In-context Lyapunov-stable Adaptive Dynamics Models

Amit Jena, Na Li, Le Xie

System identification in control theory aims to approximate dynamical systems from trajectory data. While neural networks have demonstrated strong predictive accuracy, they often f…