Research Groups

Machine learning (ML) is the key technology of our time. However, so far, its success crucially relies on human machine learning experts to perform manual tasks,...

The Computer Architecture Lab contributes to the research and development of tools for automated reasoning. This topic stretches from logic, over artificial...

Visual perception is a key ability for an autonomous agent to assess the state of its environment. The research of the Computer Vision Group in Freiburg aims to...

The Neurorobotics Lab develops machine learning techniques for robotics and neurotechology. We focus on data-efficient deep reinforcement learning methods that...

Robots provide artificial agents a presence in the physical world and a unique opportunity to impact it directly. These robots face unique challenges, as they will...