This paper addresses the velocity control of robot manipulators in joint space, assuming Lagrangian non-linear dynamics, by three control schemes resulting as extensions of proportional-integral velocity regulators of direct current motors. The feasibility of these control strategies is evaluated through experiments on a two degree-of-freedom direct-drive arm.