Dissipative Imitation Learning for Discrete Dynamic Output Feedback Control with Sparse Data Sets

Amy K. Strong, Ethan J. LoCicero, Leila J. Bridgeman

Imitation learning enables the synthesis of controllers for complex objectives and highly uncertain plant models. However, methods to provide stability guarantees to imitation lear…