Data-driven Force Observer for Human-Robot Interaction with Series Elastic Actuators using Gaussian Processes

Samuel Tesfazgi, Markus Keßler, Emilio Trigili +2

Ensuring safety and adapting to the user's behavior are of paramount importance in physical human-robot interaction. Thus, incorporating elastic actuators in the robot's mechanical…