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Jahr: 2022
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  1. Pramod Narasimha Murthy; Bertram Taetz; Didier Stricker

    Latenzarme Erkennung vonWassersprungbewegungen in Trainingsvideos

    In: 20. Frühjahrsschule "Technologien im Leistungssport". Frühjahrsschule "Technologien im Leistungssport", September 7-8, Leipzig, Germany, IAT, …

  2. Tim Schneider; Boris Belousov; Hany Abdulsamad; Jan Peters

    Active inference for robotic manipulation

    In: The 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM2022). Multidisciplinary Conference on Reinforcement …

  3. Tim Schneider; Boris Belousov; Georgia Chalvatzaki; Diego Romeres; Devesh K. Jha; Jan Peters

    Active Exploration for Robotic Manipulation

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  4. Max Siebenborn; Boris Belousov; Junning Huang; Jan Peters

    How Crucial is Transformer in Decision Transformer?

    In: NeurIPS 2022 Workshop - Foundation Models for Decision Making. Workshop on Foundation Models for Decision Making (FMDM-2022), December 3, Virtual, …

  5. Rustam Galljamov; Guoping Zhao; Boris Belousov; André Seyfarth; Jan Peters

    Improving Sample Efficiency of Example-Guided Deep Reinforcement Learning for Bipedal Walking

    In: IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, …

  6. Jonathan Vorndamme; Jo~ao Carvalho; Riddhiman Laha; Dorothea Koert; Luis Figueredo; Jan Peters; Sami Haddadin

    Integrated Bi-Manual Motion Generation and Control shaped for Probabilistic Movement Primitives

    In: 21st IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, …

  7. Joe Watson; Jan Peters

    Inferring Smooth Control: Monte Carlo Posterior Policy Iteration with Gaussian Processes

    In: Karen Liu; Dana Kulic; Jeffrey Ichnowski (Hrsg.). Conference on Robot Learning, CoRL 2022. Conference on Robot Learning (CoRL-2022), December …

  8. Marius Memmel; Puze Liu; Davide Tateo; Jan Peters

    Dimensionality Reduction and Prioritized Exploration for Policy Search

    In: Gustau Camps-Valls; Francisco J. R. Ruiz; Isabel Valera (Hrsg.). International Conference on Artificial Intelligence and Statistics. International …

  9. Dieter Büchler; Simon Guist; Roberto Calandra; Vincent Berenz; Bernhard Schölkopf; Jan Peters

    Learning to Play Table Tennis From Scratch Using Muscular Robots

    In: IEEE Transactions on Robotics (T-RO), Vol. 38, No. 6, Pages 3850-3860, IEEE, 2022.

  10. Yi Zheng; Filipe Veiga; Jan Peters; Veronica J. Santos

    Autonomous Learning of Page Flipping Movements via Tactile Feedback

    In: IEEE Transactions on Robotics (T-RO), Vol. 38, No. 5, Pages 2734-2749, IEEE, 2022.

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