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Publications

Displaying results 11 to 20 of 14487.
  1. Yang Weng; Sehwa Chun; Masaki Ohashi; Takumi Matsuda; Yuki Sekimori; Joni Pajarinen; Jan Peters; Toshihiro Maki

    Autonomous underwater vehicle link alignment control in unknown environments using reinforcement learning

    In: Journal of Field Robotics (JFR), Vol. 41, No. 6, Pages 1724-1743, Wiley Online Library, 2024.

  2. Daniel Palenicek; Florian Vogt; Joe Watson; Ingmar Posner; Jan Peters

    XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.25174, Pages 1-24, arXiv, 2025.

  3. Michael Drolet; Firas Al-Hafez; Aditya Bhatt; Jan Peters; Oleg Arenz

    Discrete Variational Autoencoding via Policy Search

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.24716, Pages 1-28, arXiv, 2025.

  4. Dominik Pfeiffer; Min Zhang; Pengyi Li; Yifu Yuan; Lingfeng Zhang; Yuecheng Liu; Peilong Han; Longxin Kou; Shaojin Ma; Jinbin Qiao; David Gamaliel Arcos Bravo; Yuening Wang; Xiao Hu; Zhanguang Zhang; Xianze Yao; Yutong Li; Han Zhao Zhang; Ying Wen; Ying-Cong Chen; Xiaodan Liang; Liang Lin; Robin Scheid; Haitham Bou-Ammar; He Wang; Huazhe Xu; Jiankang Deng; Shan Luo; Shuqiang Jiang; Wei Pan; Yang Gao; Stefanos Zafeiriou; Jan Peters; Yuzheng Zhuang; Yingxue Zhang; Yan Zheng; Hongyao Tang; Jianye Hao

    Embodied Arena: A Comprehensive, Unified, and Evolving Evaluation Platform for Embodied AI

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.15273, Pages 1-32, arXiv, 2025.

  5. Maria Ibrahim; Alap Kshirsagar; Dorothea Koert; Jan Peters

    Investigating the Effect of LED Signals and Emotional Displays in Human-Robot Shared Workspaces

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.14748, Pages 1-8, arXiv, 2025.

  6. Aryaman Reddi; Gabriele Tiboni; Jan Peters; Carlo D'Eramo

    emphK-Level Policy Gradients for Multi-Agent Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.12117, Pages 1-22, arXiv, 2025.

  7. Sophia Bianchi Moyen; Rickmer Krohn; Sophie Lueth; Kay Pompetzki; Jan Peters; Vignesh Prasad; Georgia Chalvatzaki

    The Role of Embodiment in Intuitive Whole-Body Teleoperation for Mobile Manipulation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.03222, Pages 1-8, arXiv, 2025.

  8. Nico Bohlinger; Jan Peters

    Multi-Embodiment Locomotion at Scale with extreme Embodiment Randomization

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.02815, Pages 1-5, arXiv, 2025.

  9. Magnus Dierking; Christopher E. Mower; Sarthak Das; Helong Huang; Jiacheng Qiu; Cody Reading; Wei Chen; Huidong Liang; Guowei Huang; Xingyue Quan; Jun Wang; Haitham Bou-Ammar; Jan Peters

    Ark: An Open-source Python-based Framework for Robot Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.21628, Pages 1-29, arXiv, 2025.

  10. Lucas Schulze; Jan Peters; Oleg Arenz

    Context-Aware Deep Lagrangian Networks for Model Predictive Control

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.15249, Pages 1-8, arXiv, 2025.