“Reasonable Artificial Intelligence” (RAI) and “The Adaptive Mind” (TAM): Following TU Darmstadt's double success in the first funding line of the Excellence Strategy, the Clusters of Excellence, the university is now taking the next step in the competition for the title of University of Excellence together with the Rhine-Main Universities Alliance.
The success of two projects in the extremely competitive Excellence Strategy process is only possible through joint efforts – it is an impressive team achievement. Together, we will now realise the inspiring visions of RAI and TAM.
The Cluster of Excellence RAI under the leadership of the Technical University of Darmstadt is dedicated to the development of a new generation of AI systems based on the rational use of resources, data protection and continuous improvement. With four research areas, multidisciplinary teams are working on shaping the future of AI. Over the past decade, deep learning has enabled significant advances in artificial intelligence. Nevertheless, current AI systems have weaknesses, including a lack of logical reasoning, difficulties in dealing with new situations and the need for continuous adaptation. Last but not least, current AI systems require extensive resources. The Cluster of Excellence project “Reasonable Artificial Intelligence” therefore aims to develop the next generation of AI, “Reasonable Artificial Intelligence” (RAI).
Researchers from the Centre for Cognitive Science at TU Darmstadt, among others, are contributing their expertise in the fields of cognitive science and artificial intelligence to this research cluster under the leadership of the University of Giessen. “The Adaptive Mind” investigates human behavior under changing external conditions – in some situations, people react through stability, in others through adaptation. A central question in the cluster is the balance between these strategies in the context of adaptive and learning systems. It is also about new approaches to understanding and computationally modeling human perception, thinking, decision-making, action and learning. The topic is relevant in many sciences – in the cognitive and neurosciences, in psychology, in learning robots or in the training of neural networks.
To further strengthen the international competitiveness of research at German universities, the federal and state governments have established the . The key objective of the Excellence Strategy is to strengthen top-level research in areas that are internationally competitive, to institutionally strengthen German universities, and to advance the development of the German higher education system. Excellence Strategy as a funding programme
To this end, the Excellence Strategy comprises two separate but intertwined funding lines. The “Clusters of Excellence” funding line, coordinated by the German Research Foundation (Deutsche Forschungsgemeinschaft – DFG) provides project-based funding for internationally competitive research areas at German universities. The “Universities of Excellence” funding line, coordinated by the German Science and Humanities Council (Wissenschaftsrat – WR), is designed to fund institutional strategies that promise to strengthen universities as a whole and create outstanding framework conditions for excellent research.
The Technical University of Darmstadt, Goethe University Frankfurt, and Johannes Gutenberg University Mainz are jointly applying as the for a cross-state University Excellence Consortium. alliance of Rhine-Main Universities (RMU)
The prerequisite for this was successful performance in the Cluster of Excellence funding line. With a total of five Clusters of Excellence receiving funding, at least one of which is led by Goethe University Frankfurt, Johannes Gutenberg University Mainz, and Technical University of Darmstadt, the Rhine-Main Universities meet the requirements for this.