Abstract. Our minds make inferences that appear to go far beyond standard machine learning. Whereas people can learn richer representations and use them for a wider range of learning tasks, machine learning algorithms have been mainly...

The dates for the 2019 CML Symposium on Crossmodal Learning have been annouced. The event will take place from November 27 to November 29 at the University of Hamburg.

The fourth CML project summer school, including the joint DFG-NSFC project evaluation event, will take place from September 18 to September 25 2019 at Tsinghua University in Bejing, China.

CML researcher Nikolaos Katzakis gave a tutorial on Deep Learning in IEEE Virtual Reality 2019 in Osaka on March 23. The tutorial also contained an introduction of the Cross-Modal Learning project and our research in the C6 subproject.

Real-life decisions involve the consolidation of inherent and acquired values. This study demonstrates that the congruence between inherent value and ac-quired reward influences the neural coding of learning rate. Neuroimaging results...

CML researchers Dr. Manfred Eppe, Tayfun Alpay and Prof. Stefan Wermter received the Best Paper Award at the 27th International Conference on Artificial Neural Networks (ICANN) for their contribution "Towards End-to-End Raw Audio Music...

Team TAMS, with researchers and students from CML projects B5 and Z1, wins the IROS 2018 Mobile Manipulation Hackathon. Congratulations!

The Social Cognition in Humans and Robots Conference will take place from 27-28 September 2018 at the University Medical Center Hamburg-Eppendorf.

The "Flexible Learning under Stress" Symposium, co-organized by the University of Hamburg, UKE, and Helmut Schmidt University, will take place from 20 to 21 September 2018.

Abstract. In this talk I will give an overview of my research in machine learning for natural language processing. I will begin by introducing my work on imitation learning, a machine learning paradigm I have used to develop novel...