A Learning Algorithm That Attains the Human Optimum in a Repeated Human-Machine Interaction Game

Jason T. Isa, Lillian J. Ratliff, Samuel A. Burden

When humans interact with learning-based control systems, a common goal is to minimize a cost function known only to the human. For instance, an exoskeleton may adapt its assistanc…