Projects

RACKET – Rare Class Learning and Unknown Events Detection for Flexible Production

The RACKET project addresses the problem of detecting rare and unknown faults by combining model-based and machine learning methods. The approach is …

TAILOR – Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization

The TAILOR project was selected by the European Commission in the ICT-48-2020 call for proposals "Towards a vibrant European network of AI excellence …

HumanE-AI-Net – HumanE AI Network

The HumanE AI Network brings together European centers of excellence, universities, and key industry champions in a network of centers of excellence …

ALMA – Human Centric Algebraic Machine Learning

Algebraisches maschinelles Lernen (AML) wurde kürzlich als neues Lernparadigma vorgeschlagen, das auf der Abstrakten Algebra, der Modelltheorie, …

SensAI – Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories

Potentials Knowledge Graphs (KGs) get an increased interest in research and industry to represent data, information and knowledge from various sources …

CAMELOT – Continuous Adaptive Machine-Learning of Transfer of Control Situations

A remaining major challenge with autonomous systems is the handling of situations that the system cannot handle on its own. Up to now, this transfer …

HaLeR – HaLeR - Detection of action deviations through learning with limited computing resources

The HaLeR project aims to develop solutions for a flexible and adaptive MMI. The developed methods should allow a system to react and adapt flexibly …

Infinity – Artificial Intelligence and advanced big Data Analytics for Law Enforcement Agencies

The ambition of the project INFINITY is to become a flagship project against society’s most pressing cybercriminal, terrorist and hybrid threats. …

SPAICER – Scalable adaptive production systems through AI-based resilience optimization

The innovation competition "Artificial Intelligence as a Driver for Economically Relevant Ecosystems" (AI Innovation Competition) of the Federal …

APRIL – Multipurpose robotics for mAniPulation of defoRmable materIaLs in manufacturing processes

The APRIL project aims at prototyping low cost and agile market-oriented multipurpose, and easy to repurpose, autonomous dexterous robots; which will …