Research Institute for Cognition and Robotics

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Rabie, A., C. Lang, M. Hanheide, M. Castrillon-Santana, and G. Sagerer, "Automatic Initialization for Facial Analysis in Interactive Robotics", Proc. of 6th International Conference on Computer Vision Systems ("International Conference on Computer Vision Systems"'08), Santorini, Greece, Springer, pp. 517-526, May 2008. Abstract
Reinhart, F. R., and J. J. Steil, "Goal-directed movement generation with a transient-based recurrent neural network controller", Advanced Technologies for Enhanced Quality of Life: IEEE Computer Society, pp. 112-117, 2009.  Download: ReinhartSteilLabRS2009.pdf (1.15 MB)
Reinhart, F. R., "Reservoir computing with output feedback", Faculty of Technology: Bielefeld University, 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)
Reinhart, F. R., and J. J. Steil, "Regularization and stability in reservoir networks with output feedback", Neurocomputing, vol. 90, pp. 96-105, 2012.  Download: ReinhartSteil-Neurocomputing2011-preprint.pdf (559.09 KB)
Reinhart, F. R., and J. J. Steil, "Reaching movement generation with a recurrent neural network based on learning inverse kinematics", IEEE Conf. Humanoid Robotics, Paris, IEEE, pp. 323-330, 2009.  Download: ReinhartSteil-Humanoids2009-final.pdf (1.4 MB)
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)
Reinhart, F. R., A. Lemme, and J. J. Steil, "Representation and Generalization of Bi-manual Skills from Kinesthetic Teaching", 2012 IEEE-RAS International Conference on Humanoid Robots, Osaka, pp. 560 - 567, 2012.
Reinhart, F. R., and J. J. Steil, "Attractor-based computation with reservoirs for online learning of inverse kinematics", ESANN: d-facto, pp. 257-262, April 2009.  Download: ReinhartSteilESANN2009.pdf (286.12 KB)
Reinhart, F. R., J. J. Steil, T. L. Huntsberger, and A. Stoica, "Tacking reduces bow-diving of high-speed unmanned sea surface vehicles", Int. Symp. Learning and Adaptive Behavior in Robotic Systems, pp. 177-182, 2010.  Download: ReinhartSteilHuntsbergerStoica-LABRS2010.pdf (723.27 KB)
Reinhart, F. R., "Reservoir Computing with Output Feedback - A Dynamical System Approach to Inverse Modeling", KI - Künstliche Intelligenz, vol. 26, no. 4, 2012.
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)
Reinhart, F. R., and J. J. Steil, "State prediction: a constructive method to program dynamics of recurrent neural networks", Int. Conf. Artificial Neural Networks, Helsinki, pp. 159 -- 166, 2011.  Download: ReinhartSteil-ICANN2011-draft.pdf (1.1 MB)
Reinhart, F. R., and J. J. Steil, "Learning Whole Upper Body Control with Dynamic Redundancy Resolution in Coupled Associative Radial Basis Function Networks", IROS: IEEE, pp. 1487--1492, 2012.
Reinhart, F. R., and J. J. Steil, "Recurrent neural associative learning of forward and inverse kinematics for movement generation of the redundant PA-10 robot", LAB-RS, best paper award, vol. 1, Edinburgh, pp. 35 - 40, 08/2008.  Download: ReinhartSteil2008-RNA.pdf (534.11 KB)
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)
Ritter, H., R. Haschke, and J. J. Steil, "A Dual Interaction Perspective for Robot Cognition: Grasping as a “Rosetta Stone”", Perspectives of Neural-Symbolic Integration: Springer, 2007.  Download: RitterSteilHaschkePerspective.pdf (165.05 KB)
Ritter, H., J. J. Steil, C. Noelker, F. Roethling, and P. McGuire, "Neural Architectures for Robotic Intelligence", Reviews in the Neurosciences, vol. 14, no. 1-2, pp. 121-143, 2003.
Ritter, H., J. J. Steil, and G. Sagerer, "Mit Kopf, Körper und Hand: Herausforderungen Humanoider Roboter", Automatisierungstechnik, special issue on "humnoid robotics", pp. 630 - 638, 11/2010.
Ritter, H., R. Haschke, and J. J. Steil, "Trying to Grasp a Sketch of a Brain for Grasping", Creating Brain-Like Intelligence, vol. 5436: Springer, pp. 84-102, 2009.
Ritter, H., S. Weng, J. Ontrup, and J. J. Steil, "Gestalt Formation in a Competitive Layered Neural Architecture", Networks: From Biology to Theroy: Springer, pp. 169-191, 2006.
Roethling, F., R. Haschke, J. J. Steil, and H. Ritter, "Platform Portable Anthropomorphic Grasping with the Bielefeld 20-DOF Shadow and 9-DOF TUM Hand", Proc. Int. Conf. on Intelligent Robots and Systems (IROS), San Diego, California, USA, IEEE, pp. 2951-2956, Oct, 2007.
Rohlfing, K. J., J. Salas Poblete, and A. Grimminger, Getting You to Understand. How Mothers Gesture When Instructing to Put Two Objects Together, , April, 2009.
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., M. Hanheide, and K. J. Rohlfing, "Attention via Synchrony: Making Use of multimodal Cues in Social Learning", IEEE Transactions on Autonomous Mental Development, vol. 1, no. 1, pp. 55-67, 05/2009.  Download: Rolf09-TAMD-AttentionViaSynchrony.pdf (4.74 MB)

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