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Publications

Displaying results 21 to 30 of 795.
  1. Puze Liu; Kuo Zhang; Davide Tateo; Snehal Jauhri; Zhiyuan Hu; Jan Peters; Georgia Chalvatzaki

    Safe reinforcement learning of dynamic high-dimensional robotic tasks: navigation, manipulation, interaction

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2209.13308, Pages 0-10, arXiv, 2022.

  2. Bang You; Jingming Xie; Youping Chen; Jan Peters; Oleg Arenz

    Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2209.05333, Pages 0-10, arXiv, 2022.

  3. Alexander I. Cowen-Rivers; Philip John Gorinski; Aivar Sootla; Asif Khan; Furui Liu; Jun Wang; Jan Peters; Haitham Bou-Ammar

    Structured Q-learning For Antibody Design

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2209.04698, Pages 0-10, arXiv, 2022.

  4. Julen Urain; Niklas Funk; Jan Peters; Georgia Chalvatzaki

    SE(3)-DiffusionFields: Learning smooth cost functions for joint grasp and motion optimization through diffusion

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2209.03855, Pages 0-10, arXiv, 2022.

  5. Daniel Palenicek; Michael Lutter; Jan Peters

    Revisiting Model-based Value Expansion

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.14660, Pages 0-10, arXiv, 2022.

  6. Lei Xu; Tianyu Ren; Georgia Chalvatzaki; Jan Peters

    Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.10568, Pages 0-10, arXiv, 2022.

  7. Jascha Hellwig; Mark Baierl; Jo~ao Carvalho; Julen Urain; Jan Peters

    A Hierarchical Approach to Active Pose Estimation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.03919, Pages 0-10, arXiv, 2022.

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

    Residual Robot Learning for Object-Centric Probabilistic Movement Primitives

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.03918, Pages 0-10, arXiv, 2022.

  9. 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.

  10. 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.