Abstract: The state and input constraints of nonlinear systems could greatly impede the realization of their optimal control when using reinforcement learning (RL)-based approaches since the commonly ...

Force limiting, formally called PFL, is a core safety mechanism in collaborative robotics. It ensures a robot’s applied force ...