Abstract: This paper presents a discrete learning control algorithm for robotic manipulators based on the joint space. The algorithm only uses the partial knowledge of robot dynamics to constitute the iterative learning control law on the basis of the acceleration signals of the joint space. The paper gives the convergence proof of the algorithm. The simulation results demonstrate the effectiveness of the algorithm.