Research Institute for Cognition and Robotics

Universität Bielefeld › CoR-Lab

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Publications
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Nagai, Y., C. Muhl, and K. J. Rohlfing, "Toward Designing a Robot that Learns Actions from Parental Demonstrations", Proceedings of the 2008 IEEE International Conference on Robotics and Automation, pp. 3545–3550, May, 2008.
Nagai, Y., and K. J. Rohlfing, "Parental Action Modification Highlighting the Goal versus the Means", The IEEE 7th International Conference on Development and Learning, Monterey, CA, USA, August, 2008.
Nagai, Y., and K. J. Rohlfing, "Computational Analysis of Motionese: What can infants learn from parental actions?", Proceedings of the 16th International Conference on Infant Studies, March, 2008.
Nagai, Y., "Visual Action Structuring by Motionese", Workshop on Intermodal Action Structuring, Bielefeld, Germany, July, 2008.
Nagai, Y., and C. Muhl, "How does a disturbance affect people in HRI? (video)", Proceedings of the Third ACM/IEEE International Conference on Human-Robot Interaction, pp. 385, March, 2008.
Nagai, Y., and K. J. Rohlfing, Parental Action Modification Highlighting the Goal versus the Means, , August, 2008.
Neumann, K., M. Rolf, J. J. Steil, and M. Gienger, "Learning Inverse Kinematics for Pose-Constraint Bi-Manual Movements", Simulation of Adaptive Behavior -- SAB 2010, Paris, pp. 478-488, 08/2010.  Download: NeumannRolfSteilSAB2010.pdf (594.96 KB)
Neumann, K., C. Strub, and J. J. Steil, "Intrinsic Plasticity via Natural Gradient Descent with Application to Drift Compensation", Neurocomputing, vol. 112, no. Special Issue ESANN 2012, pp. 26 - 32, 2013.
Neumann, K., and J. J. Steil, "Intrinsic Plasticity via Natural Gradient Descent", ESANN, pp. 555-560, 2012.
Neumann, K., and J. J. Steil, "Batch Intrinsic Plasticity for Extreme Learning Machines", Int. Conf. Artificial Neural Networks, Helsinki, pp. 339 -- 346, 2011.
Neumann, K., C. Emmerich, and J. J. Steil, "Regularization by Intrinsic Plasticity and its Synergies with Recurrence for Random Projection Methods", Journal of Intelligent Learning Systems and Applications, vol. 4 , no. 3, pp. p. 230 – 246 , 2012.
Neumann, K., and J. J. Steil, "Optimizing Extreme Learning Machines via Ridge Regression and Batch Intrinsic Plasticity", Neurocomputing (Special Issue: International Symposium on Extreme Learning Machines), vol. 102, pp. 23-30, 2013.
Neumann, K., M. Rolf, and J. J. Steil, "Reliable Integration of Continuous Constraints into Extreme Learning Machines", Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Singapur, In Press.
Nordmann, A., A. Tuleu, and S. Wrede, "A Domain-Specific Language and Simulation Architecture for Motor Skill Exploration", Workshop on Software Development and Integration in Robotics (SDIR), Karlsruhe, 2013.
Nordmann, A., A. Tuleu, and S. Wrede, "A Domain-Specific Language and Simulation Architecture for the Oncilla Robot", ICRA 2013 Workshop on Developments of Simulation Tools for Robotics & Biomechanics, Karlsruhe, 05/2013.  Download: NordmannTuleuWrede-ICRA-SimTools.pdf (1.26 MB)
Nordmann, A., M. Rolf, and S. Wrede, "Software Abstractions for Simulation and Control of a Continuum Robot", Simulation, Modeling, and Programming for Autonomous Robots, vol. 7628, Tsukuba, Japan, Springer, pp. 113-124, 11/2012.  Download: NordmannRolfWrede2012-SIMPAR-SoftwareAbstractions.pdf (1.58 MB)
Nordmann, A., and S. Wrede, "A Domain-Specific Language for Rich Motor Skill Architectures", 3rd International Workshop on Domain-Specific Languages and Models for Robotic Systems (DSLRob), Tsukuba, Japan, 2012.  Download: Nordmann2012-DSLRob.pdf (725.9 KB)
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.

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