Projects

Currently, we are seeing an explosion in AI, primarily led by the advances in reinforcement learning (RL) methods as well as transformer-based neural networks. For example, large language models (LLMs

Ziel des Projekts Railway-X ist es, einen signifikanten Beitrag zur Stärkung der Wettbewerbsfähigkeit, Nachhaltigkeit und Resilienz der Lieferketten in der europäischen Bahnindustrie zu leisten. Die B

Ziel dieses Projekts ist die Entwicklung einer neuen informierten Ki: physik-informierte tiefe Anomalieerkennung. Dabei wird auf modernste neuronale Anomalieerkennungsalgorithmen aufgebaut, die kürzli

The AI living lab CRAI (Center of research and development of trustworthy AI applications for mid-sized companies) is a research initiative that aims to make artificial intelligence accessible and usa

In September 2024, the joint project "RoX," funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK), officially started. The goal of the project is to establish a digital ecosyst

The manufacturing sector faces challenges such as increasing international competition, political tensions, material shortages or unpredictable natural events. The RAASCEMAN project aims to mitigate a

Das Projekt "No-IDLE meets ChatGPT" zielt darauf ab, die Mensch-Maschine-Interaktion bei der Aktualisierung von Deep-Learning-Modellen (DL) zu verbessern, indem die Mensch-Computer-Interaktion (HCI) m

Das Projekt Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning (MAC-MERLin) zielt darauf ab, durch die Nutzung von Multi-Level-Abstraktionen in Kombination mit kausaler M

Robotics Institute Germany, national joint project of robotics research in Germany, coordinated by TU Munich The Robotics Institute Germany is an initiative by the Federal Ministry of Education and Re

"Robot, bring me a cup!" This seemingly simple instruction often poses significant problems for robots. A robot can use semantic maps to query the positions of objects, but those objects may not even