This paper presents a active perception model for a robot. Proposed model can learn automatically an exploratory behavior for object recognition. To confirm the effectiveness of the proposed model, we carried out the mobile robot simulation. In the simulation, the robot was able to learn the exploratory behavior which can distinguish the objects of different form.
