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Year: 2022
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Displaying results 61 to 70 of 795.

  1. Pascal Klink; Haoyi Yang; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    Curriculum Reinforcement Learning via Constrained Optimal Transport

    In: Kamalika Chaudhuri; Stefanie Jegelka; Le Song; Csaba Szepesvári; Gang Niu; Sivan Sabato (Hrsg.). International Conference on Machine Learning, …

  2. Pascal Klink; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    Boosted Curriculum Reinforcement Learning

    In: The Tenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2022), April 25-29, …

  3. Vignesh Prasad; Dorothea Koert; Ruth Stock-Homburg; Jan Peters; Georgia Chalvatzaki

    MILD: Multimodal Interactive Latent Dynamics for Learning Human-Robot Interaction

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

  4. Jo~ao Carvalho; Dorothea Koert; Marek Daniv; Jan Peters

    Adapting Object-Centric Probabilistic Movement Primitives with Residual Reinforcement Learning

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

  5. 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, …

  6. 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 …

  7. 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 …

  8. 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.

  9. 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.

  10. Julen Urain; Davide Tateo; Jan Peters

    Learning Stable Vector Fields on Lie Groups

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 7, No. 4, Pages 12569-12576, IEEE, 2022.

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