The L3S’s Robot Learning Lab works on foundational research to develop increasingly autonomous assistive systems.

We seek to develop increasingly intelligent robotic systems capable of interacting with real environments and people safely and naturally. In particular, we investigate how robots can learn from experience from multimodal data, taking inspiration from human cognition. For that, we adapt and improve machine learning techniques such as reinforcement, transfer, and continual learning.