A displacement manipulated variable determination section 53 in a control device 40 for a mobile robot 1 determines, for each of contacting portions 13, 23 of a plurality of movable links 3, 4, a displacement manipulated variable for making a desired position and/or posture of the contacting portion 13 or 23 displaced, by integrating, under a predetermined condition, a deviation between an observed value of an actual contact reaction force acting from an external object and a desired value thereof. The control device 40 controls an actuator 41 that drives a corresponding joint, in accordance with the displacement manipulated variable determined and a reference operational goal for the mobile robot 1.