Learning Neural Controllers with Optimality and Stability Guarantees Using Input-Output Dissipativity

Han Wang, Keyan Miao, Diego Madeira +1

Deep learning methods have demonstrated significant potential for addressing complex nonlinear control problems. For real-world safety-critical tasks, however, it is crucial to pro…