Publications

Künstliche Intelligenz in Anwendungen

In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 25, No. 4, Pages 317-319, Springer, 2011.

F. Metze; Tim Polzehl; Alan Black

A Review of Personality in Voice-Based Man Machine Interaction

In: Julie A. Jacko (Hrsg.). Human-Computer Interaction. Interaction Techniques and Environments - 14th International Conference, HCI International 2011. Human Computer Interaction International Conferences (HCII-2011), July 9-14, Orlando, FL, USA, Pages 358-367, Lecture Notes in Computer Science (LNCS), Vol. 6762, ISBN 978-3-642-21604-6, Springer, 2011.

Tim Polzehl; Sebastian Möller; Florian Metze

Modeling Speaker Personality using Voice

In: Proc. 12th Ann. Conf. of the Int. Speech Communication Assoc. (Interspeech 2011). Conference in the Annual Series of Interspeech Events (INTERSPEECH-2011), Florence, Italy, International Speech Communication Association (ISCA), 8/2011.

Tim Polzehl; A. Schmitt; F. Metze; M. Wagner

Anger Recognition in Speech Using Acoustic and Linguistic Cues

In: Bjorn Schuller; Stefan Steidl; Anton Batliner (Hrsg.). Speech Communication, Vol. 53 - Special Issue: Sensing Emotion and Affect - Facing Realism in Speech Processing, Pages 1198-1209, Elsevier Science Publishers B.V. Amsterdam, The Netherlands, 2011.

Jeremy L. Wyatt; Peter Dayan; Ales Leonardis; Jan Peters

Exploration and Curiosity in Robot Learning and Inference (Dagstuhl Seminar 11131)

In: Dagstuhl Reports, Vol. 1, No. 3, Pages 67-95, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2011.

Yevgeny Seldin; Nicolò Cesa-Bianchi; François Laviolette; Peter Auer; John Shawe-Taylor; Jan Peters

PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1105.4585, Pages 0-10, arXiv, 2011.

Yevgeny Seldin; François Laviolette; John Shawe-Taylor; Jan Peters; Peter Auer

PAC-Bayesian Analysis of Martingales and Multiarmed Bandits

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1105.2416, Pages 0-10, arXiv, 2011.

Abdeslam Boularias; Jens Kober; Jan Peters

Relative Entropy Inverse Reinforcement Learning

In: Geoffrey J. Gordon; David B. Dunson; Miroslav Dudík (Hrsg.). Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics (AISTATS-2011), April 11-13, Fort Lauderdale, USA, Pages 182-189, JMLR Proceedings, Vol. 15, JMLR.org, 2011.

Duy Nguyen-Tuong; Jan Peters

Learning task-space tracking control with kernels

In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2011), September 25-30, San Francisco, CA, USA, Pages 704-709, IEEE, 2011.