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Publikationen

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  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. A. Hendawy; Jan Peters; C. D'Eramo

    Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts

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

  7. Y. Goeksu; A. Almeida-Correia; V. Prasad; A. Kshirsagar; D. Koert; Jan Peters; G. Chalvatzaki

    Kinematically Constrained Human-like Bimanual Robot-to-Human Handovers

    In: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction (HRI ’24 Companion). ACM/IEEE International Conference on Human-Robot Interaction (HRI-2024), Association for Computing Machinery, 2024.

  8. F. Hahne; Prasad V.; Kshirsagar A.; Koert D.; Stock-Homburg R. M.; Jan Peters; Chalvatzaki G.

    Transition State Clustering for Interaction Segmentation and Learning

    In: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction (HRI ’24 Companion). ACM/IEEE International Conference on Human-Robot Interaction (HRI-2024), Association for Computing Machinery, 2024.

  9. C. Derstroff; J. Brugger; M. Cerrato; Jan Peters; S. Kramer

    Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations

    In: The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24). AAAI Conference on Artificial Intelligence (AAAI-2024), AAAI Press, Washington, DC, USA, 2024.

  10. G. Tiboni; P. Klink; Jan Peters; T. Tommasi; C. D'Eramo; G. Chalvatzaki

    Domain Randomization via Entropy Maximization

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

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