Résumé
In this thesis,we present a multi-agent architecture giving a robot the ability to learn in an unsupervised way. An autonomous learning is achieved by using emotions which represent basic needs for the learning entity. The learning process we propose is inspired by the organization in cortical colums and areas of a libing being brain. The organizational multi-agent architecture is used to describe the interaction among entities involved in the learning process.