Sean B. Andersson

Lyapunov Neural Network with Region of Attraction Search

2024

Deep learning methods have been widely used in robotic applications, making learning-enabled control design for complex nonlinear systems a promising direction. Although deep reinforcement learning methods have demonstrated impressive empirical performance, they lack the stability …