Skip to main content Skip to main navigation

Publications

 

Due to maintenance work, it is currently not possible to search for publications by author.

Displaying results 51 to 60 of 722.
  1. Shangding Gu; Alap Kshirsagar; Yali Du; Guang Chen; Yaodong Yang; Jan Peters; Alois C. Knoll

    A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2302.13137, Pages 0-10, arXiv, 2023.

  2. Piotr Kicki; Puze Liu; Davide Tateo; Haitham Bou-Ammar; Krzysztof Walas; Piotr Skrzypczynski; Jan Peters

    Fast Kinodynamic Planning on the Constraint Manifold with Deep Neural Networks

    In: IEEE Transactions on Robotics (T-RO), Vol. abs/2301.04330, Pages 0-10, IEEE, 2023.

  3. Carlos E. Luis; Alessandro G. Bottero; Julia Vinogradska; Felix Berkenkamp; Jan Peters

    Model-Based Uncertainty in Value Functions

    In: Francisco J. R. Ruiz; Jennifer G. Dy; Jan-Willem van de Meent (Hrsg.). International Conference on Artificial Intelligence and Statistics. …

  4. Andreas Look; Barbara Rakitsch; Melih Kandemir; Jan Peters

    Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems

    In: Transactions on Machine Learning Research, Vol. 2023, Pages 0-10, JMLR, 2023.

  5. Dieter Büchler; Roberto Calandra; Jan Peters

    Learning to Control Highly Accelerated Ballistic Movements on Muscular Robots

    In: Robotics and Autonomous Systems (RAS), Vol. 159, Pages 0-10, Elsevier, 2023.

  6. Nabeel Khalid; Tiago Comassetto Froes; Maria Caroprese; Gillian Lovell; Johan Trygg; Andreas Dengel; Sheraz Ahmed

    PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis

    In: ICANN 2023. International Conference on Artificial Neural Networks (ICANN-2023), 32nd International Conference on Artificial Neural Networks, …

  7. Andreas Look; Melih Kandemir; Barbara Rakitsch; Jan Peters

    A Deterministic Approximation to Neural SDEs

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 45, No. 4, Pages 4023-4037, IEEE, 2023.

  8. Filip Bjelonic; Joonho Lee; Philip Arm; Dhionis V. Sako; Davide Tateo; Jan Peters; Marco Hutter

    Learning-Based Design and Control for Quadrupedal Robots With Parallel-Elastic Actuators

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 8, No. 3, Pages 1611-1618, IEEE, 2023.

  9. Grasping 3D Deformable Objects via Reinforcement Learning: A Benchmark and Evaluation

    In: 3rd Workshop on Representing and Manipulating Deformable Objects @ ICRA2023. IEEE International Conference on Robotics and Automation (ICRA-2023), …

  10. Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory

    In: Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP). ACL Workshop on Simple and Efficient Natural …