I. Introduction
The introduction of robots in our daily life raises a key issue that is “added” to the “standard challenge” of autonomous robots; the presence of humans in the robot environment and the necessity to interact with them. In the factory, the robot is systematically and physically separated from the human workers. This will not be the case for future applications where the robot will be in a situation where it will have to assist humans.