In this paper we discuss an hybrid architecture, including reactive and deliberative behaviors, which we have developed to confer autonomy to unmanned robotics systems. Two main features character- ize our work: on the one hand the ability for the robot to control its own autonomy, and on the other hand the capacity to evolve and to learn.