Learning Lyapunov-Stable Polynomial Dynamical Systems through Imitation

Amin Abyaneh, Hsiu-Chin Lin

Imitation learning is a paradigm to address complex motion planning problems by learning a policy to imitate an expert's behavior. However, relying solely on the expert's data migh…