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Jahr: 2022
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  1. Puze Liu; Kuo Zhang; Davide Tateo; Snehal Jauhri; Jan Peters; Georgia Chalvatzaki

    Regularized Deep Signed Distance Fields for Reactive Motion Generation

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

  2. Kai Ploeger; Jan Peters

    Controlling the Cascade: Kinematic Planning for N-ball Toss Juggling

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

  3. 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, …

  4. 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, …

  5. 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, …

  6. 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, …

  7. 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, …

  8. Wolfgang Wahlster; Aljoscha Burchardt; Iris Merget; Antonio Krüger; Christian Müller; Georg Rehm; Martin Ruskowski; Dorothea Winter

    Deutsche Normungsroadmap Künstliche Intelligenz - Ausgabe 2

    Normung und Standardisierung, Bundesministerium für Wirtschaft und Klimaschutz, Deutsche Normungsroadmap Künstliche Intelligenz, Vol. 2, 12/2022.

  9. Hamza Khurshid; Rafia Mumtaz; Noor Alvi; Ayesha Haque; Sadaf Mumtaz; Faisal Shafait; Sheraz Ahmed; Muhammad Imran Malik; Andreas Dengel

    Bacterial prediction using internet of things (IoT) and machine learning

    In: Environmental Monitoring and Assessment, Vol. 194, Pages 1-20, Springer, 1/2022.

  10. Mansi Sharma; Maurice Rekrut; Jan Alexandersson; Antonio Krüger

    Towards Improving EEG-based Intent Recognition in Visual Search Tasks

    In: International Conference on Neural Information Processing. International Conference on Neural Information Processing (ICONIP), India, Springer …

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