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Publications

Displaying results 51 to 60 of 777.
  1. H.J. Geiss; F. Al-Hafez; A. Seyfarth; Jan Peters; D. Tateo

    Exciting Action: Investigating Efficient Exploration for Learning Musculoskeletal Humanoid Locomotion

    In: 2024 IEEE-RAS 23rd International Conference on Humanoid Robots (Humanoids). IEEE-RAS International Conference on Humanoid Robots (Humanoids-2024), IEEE, 2024.

  2. M. Drolet; S. Stepputtis; S. Kailas; A. Jain; S. Schaal; Jan Peters; H. Ben Amor

    A Comparison of Imitation Learning Algorithms for Bimanual Manipulation

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 9, Pages 8579-8586, IEEE, 2024.

  3. N. Bohlinger; G. Czechmanowski; M. Krupka; P. Kicki; K. Walas; Jan Peters; D. Tateo

    One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment Locomotion

    In: Proceedings of The 8th Conference on Robot Learning. Conference on Robot Learning (CoRL-2024), PMLR, 2024.

  4. F. Herrmann; S.B. Zach; J. Banfi; Jan Peters; G. Chalvatzaki; D. Tateo

    Safe and Efficient Path Planning under Uncertainty via Deep Collision Probability Fields

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 9, Pages 9327-9334, IEEE, 2024.

  5. S. Gu; Puze Liu; A. Kshirsagar; G. Chen; Jan Peters; A. Knoll

    ROSCOM: Robust Safe Reinforcement Learning on Stochastic Constraint Manifolds

    In: IEEE Transactions on Automation Science and Engineering, Vol. /, Pages 1-11, IEEE, 2024.

  6. L. Lin; A. Boehm; B. Belousov; A. Kshirsagar; T. Schneider; Jan Peters; K. Doerschner; K. Drewing

    Task-Adapted Single-Finger Explorations of Complex Objects

    In: 14th International Conference on Human Haptic Sensing and Touch Enabled Computer Applications, EuroHaptics 2024, Proceedings, Part I. International Conference on Human Haptic Sensing and Touch Enabled Computer Applications (EuroHaptics-2024), June 30 - July 3, Lille, France, Pages 133-146, Lecture Notes in Computer Science (LNCS), Vol. 14768, Springer, Cham, 2024.

  7. P. Holzmann; M. Maik Pfefferkorn; Jan Peters; R. Findeisen

    Learning Energy-Efficient Trajectory Planning for Robotic Manipulators using Bayesian Optimization

    In: Proceedings of the European Control Conference (ECC). European Control Conference (ECC-2024), Institute of Electrical and Electronics Engineers (IEEE), 2024.

  8. Y. Weng; S. Chun; M. Ohashi; T. Matsuda; Y. Sekimoria; J. Pajarinen; Jan Peters; T. Maki

    Autonomous Underwater Vehicle Link Alignment Control in Unknown Environments Using Reinforcement Learning

    In: Journal of Field Robotics (JFR), Vol. 41, No. 6, Pages 1724-1743, John Wiley & Sons Inc. 2024.

  9. V. Prasad; A Kshirsagar; D. Koert; R. Stock-Homburg; Jan Peters; G. Chalvatzaki

    MoVEInt: Mixture of Variational Experts for Learning Human-Robot Interactions from Demonstrations

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 9, No. 7, Pages 6043-6050, IEEE, 2024.

  10. F. Al-Hafez; G. Zhao; Jan Peters; D. Tateo

    Time-Efficient Reinforcement Learning with Stochastic Stateful Policies

    In: LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 12TH 2024. (ICLR 2024). International Conference on Learning Representations (ICLR), International Conference on Learning Representations (ICLR), 2024.