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Publikationen

 

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  1. Jo~ao Carvalho; Jan Peters

    An Analysis of Measure-Valued Derivatives for Policy Gradients

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.03917, Pages 0-10, arXiv, 2022.

  2. Stefan Löckel; Siwei Ju; Maximilian Schaller; Peter van Vliet; Jan Peters

    An Adaptive Human Driver Model for Realistic Race Car Simulations

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.01909, Pages 0-10, arXiv, 2022.

  3. Tuan Dam; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2202.07071, Pages 0-10, arXiv, 2022.

  4. Tianyu Ren; Alexander Imani Cowen-Rivers; Haitham Bou-Ammar; Jan Peters

    Learning Geometric Constraints in Task and Motion Planning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2201.09612, Pages 0-10, arXiv, 2022.

  5. Ioannis Asmanis; Panagiotis Mermigkas; Georgia Chalvatzaki; Jan Peters; Petros Maragos

    A Semantic Enhancement of Unified Geometric Representations for Improving Indoor Visual SLAM

    In: 19th International Conference on Ubiquitous Robots (UR). International Conference on Ubiquitous Robot (UR-2022), July 4-6, Jeju, Korea, Republic …

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

    Information-Theoretic Safe Exploration with Gaussian Processes

    In: Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS), Curran Associates, Inc. 2022.

  7. Niklas Funk; Svenja Menzenbach; Georgia Chalvatzaki; Jan Peters

    Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), …

  8. Julen Urain; An T. Le; Alexander Lambert; Georgia Chalvatzaki; Byron Boots; Jan Peters

    Learning Implicit Priors for Motion Optimization

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), …

  9. 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 …

  10. 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 …