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Year: 2019
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Displaying results 41 to 50 of 576.

  1. Ozan Özdenizci; Timm Meyer; Felix A. Wichmann; Jan Peters; Bernhard Schölkopf; Müjdat Çetin; Moritz Grosse-Wentrup

    Neural Signatures of Motor Skill in the Resting Brain

    In: 2019 IEEE International Conference on Systems, Man and Cybernetics. IEEE International Conference on Systems, Man, and Cybernetics (SMC-2019), October 6-9, Bari, Italy, Pages 4387-4394, IEEE, 2019.

  2. Michael Lutter; Kim Listmann; Jan Peters

    Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 7718-7725, IEEE, 2019.

  3. Susanne Trick; Dorothea Koert; Jan Peters; Constantin A. Rothkopf

    Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 7009-7016, IEEE, 2019.

  4. Onur Celik; Hany Abdulsamad; Jan Peters

    Chance-Constrained Trajectory Optimization for Non-linear Systems with Unknown Stochastic Dynamics

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 6828-6833, IEEE, 2019.

  5. Zinan Liu; Arne Hitzmann; Shuhei Ikemoto; Svenja Stark; Jan Peters; Koh Hosoda

    Local Online Motor Babbling: Learning Motor Abundance of a Musculoskeletal Robot Arm(^mbox*)

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 6594-6601, IEEE, 2019.

  6. Marco Ewerton; Guilherme Maeda; Dorothea Koert; Zlatko Kolev; Masaki Takahashi; Jan Peters

    Reinforcement Learning of Trajectory Distributions: Applications in Assisted Teleoperation and Motion Planning

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 4294-4300, IEEE, 2019.

  7. Julen Urain; Jan Peters

    Generalized Multiple Correlation Coefficient as a Similarity Measurement between Trajectories

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 1363-1369, IEEE, 2019.

  8. Svenja Stark; Jan Peters; Elmar Rueckert

    Experience Reuse with Probabilistic Movement Primitives

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 1210-1217, IEEE, 2019.

  9. Samuele Tosatto; Carlo D'Eramo; Joni Pajarinen; Marcello Restelli; Jan Peters

    Exploration Driven by an Optimistic Bellman Equation

    In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2019), July 14-19, Budapest, Hungary, Pages 1-8, IEEE, 2019.

  10. Philip Becker-Ehmck; Jan Peters; Patrick van der Smagt

    Switching Linear Dynamics for Variational Bayes Filtering

    In: Kamalika Chaudhuri; Ruslan Salakhutdinov (Hrsg.). Proceedings of the 36th International Conference on Machine Learning. International Conference on Machine Learning (ICML-2019), June 9-15, Long Beach, California, USA, Pages 553-562, Proceedings of Machine Learning Research, Vol. 97, PMLR, 2019.

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