Systems AI for Robot Learning

The Research Department Systems AI for Robot Learning (SAIROL) focuses on fundamental research on machine learning for intelligent autonomous robotic systems. This research agenda encompasses the development of methods in Systems AI for robot learning (in particular, the development of learning methods that enable model building, behavior generation, and information extraction in high-dimensional spaces, reinforcement learning, and can be used for exploration), architectures specifically for the application of machine learning for autonomous intelligent robot systems (e.g. for acquiring probabilistic forward models, learning and adapting problem-solving strategies, semi-autonomous human-robot interaction, and better use of sensing), and the use of learning robots in cognitive science (in particular, biologically and neurally-inspired approaches to AI, machine learning in brain-robot interfaces, and robot-based rehabilitation and prosthetics).

Management

Prof. Dr. Jan Peters

Contact

Office:
Phone: +49 6151 1625374

Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
TU Darmstadt, FB-Informatik, FG-IAS
Hochschulstr. 10
64289 Darmstadt
Germany

News from the Research Department

The German Research Center for Artificial Intelligence (DFKI) is expanding basic AI research with a laboratory at TU Darmstadt. The focus is on…

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German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz