Dominik Endres and Nick Taubert attended the 34th Annual German Conference on AI (KI2011), Berlin, Germany. They presented the following papers: 1) Endres et al.: “Segmentation of action streams: human observers vs. Bayesian binning”. 2) Endres et al. : “Gates for handling occlusion in Bayesian models of images”. 3) Taubert et al.: “Shaking hands in latent space: modeling emotional interactions with Gaussian process latent variable models”.