We deal with the cooperation problem of two nonholomic mobile manipulators. We propose a leader-follower architecture for implementing robot coordination and a control algorithm for motion planning and force control. The Deformable Virtual Zone (DVZ) method is proposed to resolve the problem through the reflex action theory. The formulation of the DVZ principle is given and an extension to the mobile manipulator tasks is detailed.