A System for Interactive Learning in Dialogue with a TutorDanijel Skočaj; Matej Kristan; Alen Vrečko; Marko Mahnič; Miroslav Janicek; Geert-Jan Kruijff; Marc Hanheide; Nick Hawes; Thomas Keller; Michael Zillich; Kai Zhou
In: Proceedings of the International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2011), September 25-30, San Francisco, CA, USA, 2011.
In this paper we present representations and mechanisms that facilitate continuous learning of visual concepts in dialogue with a tutor and show the implemented robot system. We present how beliefs about the world are created by processing visual and linguistic information and show how they are used for planning system behaviour with the aim at satisfying its internal drive to extend its knowledge. The system facilitates different kinds of learning initiated by the human tutor or by the system itself. We demonstrate these principles in the case of learning about object colours and basic shapes.