This article has a two-fold purpose. By one respect, it is devoted to the review of the algorithms employed in robot motion planning. By another respect, it presents the first outcomes from developing a complete algorithm for the motion of two independent circular robots. This work is the result of a project supported by COLCIENCIAS and carried out together by the Computing Science and the Mathematics Department.