Our aim is to give robots the ability to develop autonomously new skills. In particular, we focus on learning to control a robotic body in a developmental fashion. Artificial intrinsic motivations are a central component that we develop using information theory and dynamical systems theory. We work on reinforcement learning, representation learning, and internal model learning.
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Google scholar: scholar.google.de/citations?user=b-JF-UIAAAAJ