The “ROBAUCO: mobile, autonomous and collaborative robots” project was recently initiated. The principal objective of the project is the generation of the technologies necessary for the development of mobile robots able to carry out complex tasks with a high degree of autonomy and capacity for collaboration. These robots, moreover, have to share tasks with people in the most friendly and natural way possible.