Research Institute for Cognition and Robotics

Universität Bielefeld › CoR-Lab

Supported by

Honda

 

HRI

 

NRW

Publications
2012
Reinhart, F. R., "Reservoir Computing with Output Feedback - A Dynamical System Approach to Inverse Modeling", KI - Künstliche Intelligenz, vol. 26, no. 4, 2012.
Nordmann, A., C. Emmerich, S. Rüther, A. Lemme, S. Wrede, and J. J. Steil, "Teaching Nullspace Constraints in Physical Human-Robot Interaction using Reservoir Computing", International Conference on Robotics and Automation, St. Paul, pp. 1868 - 1875, 2012.
Wrede, B., K. J. Rohlfing, J. J. Steil, S. Wrede, P. - Y. Oudeyer, and J. Tani, "Towards robots with teleological action and language understanding", IEEE Humanoids, Workshop on Developmental Robotics, Osaka, IEEE, 2012.
2011
Klotz, D., J. Wienke, J. Peltason, B. Wrede, S. Wrede, V. Khalidov, and J. - M. Odobez, "Engagement-based Multi-party Dialog with a Humanoid Robot", Proceedings of the SIGDIAL 2011 Conference, Portland, Oregon, Association for Computational Linguistics, pp. 341–343, June, 2011.
Pitsch, K., S. Wrede, J. - C. Seele, and L. Süssenbach, "Attitude of German Museum Visitors towards an Interactive Art Guide Robot", Human-Robot Interaction, Lausanne, Switzerland, ACM, 2011. Abstract
Wienke, J., F. Lier, A. Nordmann, and S. Wrede, "Continuous Integration for Robotics Systems Development using Jenkins", Jenkins User Conference, 2011.
Alameda-Pineda, X., J. Sanchez-Riera, J. Wienke, V. Franc, J. Cech, K. Kulkarni, A. Deleforge, and R. Horaud, "The Ravel Data Set", ICMI Workshop On Multimodal Corpora for Machine Learning, Alicante, Spain, 11/2011.
Reinhart, F. R., and J. J. Steil, "Neural learning and dynamical selection of redundant solutions for inverse kinematic control", IEEE Humanoids, Bled, pp. 564 - 569, 10/2011.  Download: ReinhartSteil-Humanoids2011.pdf (933.08 KB)
Weirich, A., C. Haumann, S. Schüler, and J. J. Steil, "Learning Lab - Programming Interaction with Humanoid Robots for Pupils", Int. Conf. Robotics in Education, pp. 21-28, 09/2011.
Rolf, M., J. J. Steil, and M. Gienger, "Online Goal Babbling for rapid bootstrapping of inverse models in high dimensions", IEEE Int. Conf. Development and Learning and on Epigenetic Robotics (Best Student Paper Award), Frankfurt, IEEE, 08/2011.  Download: RolfSteilGienger2011-ICDL-EpiRob.pdf (1.49 MB)
Rolf, M., and J. J. Steil, "Online learning in the loop: fast explorative learning of inverse models in high dimensions", Workshop "New Challenges in Neural Computation" @ DAGM 2011, 08/2011.
M.Grahl, F.Joublin, and F.Kummert, A method for multi modal object recognition based on self-referential classification strategies, , 06/2011.
M.Grahl, F.Joublin, and F.Kummert, "A method for multi modal object recognition based on self-referential classification strategies", European Patent Office, 06/2011.
Karaoguz, C., T. H. Weisswange, T. Rodemann, B. Wrede, and C. A. Rothkopf, "Reward-based learning of optimal cue integration in audio and visual depth estimation", International Conference on Advanced Robotics, 06/2011.
Reinhart, F. R., and J. J. Steil, "Reservoir regularization stabilizes learning of Echo State Networks with output feedback", European Symposium on Artificial Neural Networks: d-facto, pp. 59 - 64, 04/2011.  Download: ReinhartSteilESANN2011.pdf (582.05 KB)
Neumann, K., and J. J. Steil, "Batch Intrinsic Plasticity for Extreme Learning Machines", Int. Conf. Artificial Neural Networks, Helsinki, pp. 339 -- 346, 2011.
Einecke, N., M. Muehlig, J. Schmuedderich, and M. Gienger, ""Bring it to me" - Generation of Behavior-Relevant Scene Elements for Interactive Robot Scenarios", IEEE International Conference on Robotics and Automation, pp. 3415 - 3422 , 2011.
Hemion, N. J., F. Joublin, and K. J. Rohlfing, "A competitive mechanism for self-organized learning of sensorimotor mappings", 2011 IEEE International Conference on Development and Learning (ICDL), Frankfurt am Main, Germany, IEEE, 2011.
Reinhart, F. R., and J. J. Steil, "A constrained regularization approach for input-driven recurrent neural networks", Differential Equations and Dynamical Systems, vol. 19, no. 1, pp. 27 -- 46, 2011.  Download: ReinhartSteil-DEDS2009.pdf (855.27 KB)
Steffen, J., M. Pardowitz, J. J. Steil, and H. Ritter, "Integrating Feature Maps and Competitive Layer Architectures For Motion Segmentation", Neurocomputing, vol. 74, pp. 1372–1381, 2011.
Ritter, H., R. Haschke, F. Roethling, and J. J. Steil, "Manual Intelligence as a Rosetta Stone for Robot Cognition", Robotics Research , vol. 66: Springer, pp. 135 -146, 2011.  Download: RitterHaschkeRoethlingSteilRosettaStone2007.pdf (640.07 KB)
Wienke, J., and S. Wrede, "A Middleware for Collaborative Research in Experimental Robotics", IEEE/SICE International Symposium on System Integration (SII2011), Kyoto, Japan, IEEE, 2011.
Golombek, R., S. Wrede, M. Hanheide, and M. Heckmann, "Online Data-Driven Fault Detection for Robotic Systems", IEEE/RSJ International Conference on Intelligent Robots and Systems, San Francisco, USA, 2011. Abstract
Karaoguz, C., T. Rodemann, and B. Wrede, "Optimisation of Gaze Movement for Multitasking Using Rewards", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2011. Abstract  Download: karaoguz_IROS11_submitted.pdf (1.93 MB)
Reinhart, F. R., "Reservoir computing with output feedback", Faculty of Technology: Bielefeld University, 2011.

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