Here you can find an overview of all our currently active L3S projects. Many of our projects are also classified under our research focus areas of Text Mining and Search, Knowledge Graphs and Data Integration, Natural Language Processing, Scene and Video Analysis, and Machine and Deep Learning. They can also be sorted by our focus areas of Manufacturing, Medicine, Science, Security, and Society. See the Project Archive for a list of completed L3S projects.
Machine Learning and Deep Learning | Business & Society, Energy & Sustainability, Production
The AI trainers of the Mittelstand 4.0 competence centres educate people about the topic of artificial intelligence with workshops, company visits, lectures, roadshows and many other offers.
Learning and Deep Learning | Energy & Sustainability
Development of a contextualized MAB (multi-armed-bandit) to exploit the potential of the recommender system by means of reinforcement learning by means of reinforcement learning.
Investigating suitable MPC appraoches to emulate a reactive environment for testing AVs in different scenarios.
Natural Language Processing, Knowledge Graphs and Data Integration | Business & Society
The project study with the help of natural language processing how metaphors function and are used within explanations, in order to contribute to the future of explainable AI systems.
Machine Learning and Deep Learning | Energy & Sustainability
SWIFTT will provide forest managers with affordable, simple and effective remote sensing tools backed up by powerful machine learning models. It will offer a holistic health monitoring service to detect and map various risks for forests and their managers
Natural Language Processing, Machine Learning and Deep Learning | Business & Society
In this project, we study the pragmatic goal of all explaining processes: to be successful — that is, for the explanation to achieve the intended form of understanding.
Business & Society
In the Future Lab (Zukunftslabor) Society and Work, L3S carries out research on intelligent, reliable and responsible approaches of artificial intelligence.
In the Future Lab (Zukunftslabor) Production, L3S is researching artificial intelligence methods to support industrial manufacturing.