This paper is concerned with the learning of robots behaviors in real environments. To face the constraints imposed by both physical and human spaces, it insists on the interest of a shaping process relying on learning by demonstrations. A mechanism for learning by demonstration is brie y described based on robot vision. The paper then discusses several general points related to learning by dem...