Research Institute for Cognition and Robotics

Universität Bielefeld › CoR-Lab

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Publications
Filters: Author is Matthias Rolf  [Clear All Filters]
In Press
Rolf, M., and J. J. Steil, "Explorative Learning of Inverse Models: a Theoretical Perspective", Neurocomputing, no. Special Issue: New Challenges in Neural Computation, In Press.
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.
2012
Rolf, M., "Goal Babbling for an Efficient Bootstrapping of Inverse Models in High Dimensions", Faculty of Technology: Bielefeld University, 12/2012.  Download: dissertation-mrolf.pdf (11.95 MB)
Rolf, M., and J. J. Steil, "Goal Babbling: a New Concept for Early Sensorimotor Exploration", Proceedings of Humanoids 2012 Workshop on Developmental Robotics: Can developmental robotics yield human-like cognitive abilities?, Osaka, IEEE, pp. 40-43, 11/2012.  Download: RolfSteil2012-DevRob-GoalBabbling.pdf (249.28 KB)
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)
Rolf, M., and J. J. Steil, "Constant curvature continuum kinematics as fast approximate model for the Bionic Handling Assistant", IEEE/RSJ Int. Conf. Intelligent Robots and Systems (IROS), Vilamoura, Portugal, IEEE, pp. 3440-3446, 10/2012.  Download: RolfSteil2012-IROS-ContinuumKinematics.pdf (544.26 KB)
Rolf, M., and J. J. Steil, "Explorative learning of right inverse functions: theoretical implications of redundancy", Workshop "New Challenges in Neural Computation" @ DAGM, Graz, 08/2012.  Download: RolfSteil-NC2-2012-RightInverse.pdf (348.15 KB)
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.
2010
Rolf, M., J. J. Steil, and M. Gienger, "Mastering Growth while Bootstrapping Sensorimotor Coordination", Int. Conf. on Epigenetic Robotics, Örenäs Slott, Sweden, LUCS, pp. 113-120, 11/2010.  Download: RolfSteilGienger-EpiRob2010.pdf (1.35 MB)
Rolf, M., J. J. Steil, and M. Gienger, "Goal babbling permits direct learning of inverse Kinematics", IEEE Trans. Autonomous Mental Development, vol. 2, no. 3, pp. 216 - 229 , 09/2010.  Download: RolfSteilGienger-TAMD2010-GoalBabbling.pdf (8.65 MB)
Rolf, M., J. J. Steil, and M. Gienger, "Learning Flexible Full Body Kinematics for Humanoid Tool Use", Int. Symp. Learning and Adaptive Behavior in Robotic Systems (Best Paper Award), Canterbury, UK, pp. 171 - 176 , 09/2010.  Download: RolfSteilGiengerToolUseLAB-RS2010.pdf (1.6 MB)
Rolf, M., J. J. Steil, and M. Gienger, "Bootstrapping inverse Kinematics with Goal Babbling", IEEE Int. Conf. on Development and Learning, Ann Arbor, MI, USA, pp. 147 - 154, 08/2010.  Download: RolfSteilGiengerICDL2010.pdf (1.98 MB)
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)
2009
Rolf, M., M. Hanheide, and K. J. Rohlfing, "Attention Manipulation with Multimodal Synchrony", IEEE-RAS Int. Conf. on Humanoid Robots, Workshop on "Social Learning in Interactive Scenarios", Paris, 12/2009.
Rolf, M., J. J. Steil, and M. Gienger, "Efficient exploration and learning of whole body kinematics", IEEE 8th International Conference on Development and Learning (ICDL 2009), Shanghai, CH, pp. 1 - 7 , 06/2009.  Download: RolfSteilGiengerICDL2009.pdf (732.14 KB)
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)
Rolf, M., M. Hanheide, and K. J. Rohlfing, "The Use of Synchrony in Parent-Child Interaction Can Be Measured on a Signal-Level", SRCD 2009 Biennial Meeting, Denver, Colorado, USA, 04/2009.  Download: Rolf09-SRCD.pdf (1.21 MB)
Rolf, M., J. J. Steil, and M. Gienger, "Efficient Exploration and Learning of whole Body Kinematics", International Workshop on Robotics for Young Researchers, Boston, MA, USA, 03/2009.

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