Distributed Intelligence

Reinforcement Learning and Control

In several research projects, we investigate data-driven approaches to the control of robotic systems. By combining optimization and reinforcement learning, intrinsic motivation, and hierarchical planning, we are tackling various challenges arising in robotic systems. Please browse through the research topics in the menu on the side.

Object-centric Self-supervised Reinforcement Learning Teaser Image

Object-centric Self-supervised Reinforcement Learning

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Causal Reasoning in RL

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Intrinsically Motivated Hierarchical Learner Teaser Image

Intrinsically Motivated Hierarchical Learner

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