Development of solutions involving data and knowledge
Our research activities focus primarily on the topics of “Reinforcement Learning” and “Representation Learning.” The fields of application include computer vision audio processing, autonomous navigation and recommender systems. Our mission is to develop an in-depth understanding of machine learning and the corresponding concepts and application scenarios, all of which are prerequisites to efficiently deploying this new technology in the real world.
In order to simplify technology transfer, we operate the “One-Stop-Shop” Machine Learning Lab (One-ML), where we offer partners and employees a wide range of services from a single source. This includes technical advice and consulting services on various topics stretching from the theoretical, to development and implementation.