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Publications

Displaying results 1 to 10 of 14487.

  1. Abby O'Neill; Abdul Rehman; Abhiram Maddukuri; Abhishek Gupta; Abhishek Padalkar; Abraham Lee; Acorn Pooley; Agrim Gupta; Ajay Mandlekar; Ajinkya Jain; Albert Tung; Alex Bewley; Alexander Herzog; Alex Irpan; Alexander Khazatsky; Ananta Raj Bhattarai; Anchit Gupta; Andrew E. Wang; Anikait Singh; Animesh Garg; Aniruddha Kembhavi; Annie Xie; Anthony Brohan; Antonin Raffin; Archit Sharma; Arefeh Yavary; Arhan Jain; Ashwin Balakrishna; Ayzaan Wahid; Ben Burgess-Limerick; Beomjoon Kim; Bernhard Schölkopf; Blake Wulfe; Brian Ichter; Cewu Lu; Charles Xu; Charlotte Le; Chelsea Finn; Chen Wang; Chenfeng Xu; Cheng Chi; Chenguang Huang; Christine Chan; Christopher Agia; Chuer Pan; Chuyuan Fu; Coline Devin; Danfei Xu; Daniel Morton; Danny Driess; Daphne Chen; Deepak Kumar Pathak; Dhruv Shah; Dieter Büchler; Dinesh Jayaraman; Dmitry Kalashnikov; Dorsa Sadigh; Edward Johns; Ethan Paul Foster; Fangchen Liu; Federico Ceola; Fei Xia; Feiyu Zhao; Freek Stulp; Gaoyue Zhou; Gaurav S. Sukhatme; Gautam Salhotra; Ge Yan; Gilbert Feng; Giulio Schiavi; Glen Berseth; Gregory Kahn; Guanzhi Wang; Hao Su; Haoshu Fang; Haochen Shi; Henghui Bao; Heni Ben Amor; Henrik I. Christensen; Hiroki Furuta; Homer Walke; Hongjie Fang; Huy Ha; Igor Mordatch; Ilija Radosavovic; Isabel Leal; Jacky Liang; Jad Abou-Chakra; Jaehyung Kim; Jaimyn Drake; Jan Peters; Jan Schneider; Jasmine Hsu; Jeannette Bohg; Jeffrey Bingham; Jeffrey Wu; Jensen Gao; Jiaheng Hu; Jiajun Wu; Jialin Wu; Jiankai Sun; Jianlan Luo; Jiayuan Gu; Jie Tan; Jihoon Oh; Jimmy Wu; Jingpei Lu; Jingyun Yang; Jitendra Malik; Jo~ao Silvério; Joey Hejna; Jonathan Booher; Jonathan Tompson; Jonathan Yang; Jordi Salvador; Joseph J. Lim; Junhyek Han; Kaiyuan Wang; Kanishka Rao; Karl Pertsch; Karol Hausman; Keegan Go; Keerthana Gopalakrishnan; Ken Goldberg; Kendra Byrne; Kenneth Oslund; Kento Kawaharazuka; Kevin Black; Kevin Lin; Kevin Zhang; Kiana Ehsani; Kiran Lekkala; Kirsty Ellis; Krishan Rana; Krishnan Srinivasan; Kuan Fang; Kunal Pratap Singh; Kuo-Hao Zeng; Kyle Hatch; Kyle Hsu; Laurent Itti; Lawrence Yunliang Chen; Lerrel Pinto; Li Fei-Fei; Liam Tan; Linxi Jim Fan; Lionel Ott; Lisa Lee; Luca Weihs; Magnum Chen; Marion Lepert; Marius Memmel; Masayoshi Tomizuka; Masha Itkina; Mateo Guaman Castro; Max Spero; Maximilian Du; Michael Jahn; Michael C. Yip; Mingtong Zhang; Mingyu Ding; Minho Heo; Senthilkumar Chandramohan; Mohit Sharma; Moo Jin Kim; Naoaki Kanazawa; Nicklas Hansen; Nicolas Heess; Nikhil J. Joshi; Niko Sünderhauf; Cornelius Denninger; Norman Di Palo; Nur Muhammad (Mahi) Shafiullah; Oier Mees; Oliver Kroemer; Osbert Bastani; Pannag R. Sanketi; Patrick Tree Miller; Patrick Yin; Paul Wohlhart; Peng Xu; Peter David Fagan; Peter Mitrano; Pierre Sermanet; Pieter Abbeel; Priya Sundaresan; Qiuyu Chen; Quan Vuong; Rafael Rafailov; Elias Sebastian Brandstetter; Ria Doshi; Roberto Martín-Martín; Rohan Baijal; Rosario Scalise; Rose Hendrix; Roy Lin; Runjia Qian; Ruohan Zhang; Russell Mendonca; Rutav Shah; Ryan Hoque; Ryan Julian; Samuel Bustamante; Sean Kirmani; Sergey Levine; Shan Lin; Sherry Moore; Shikhar Bahl; Shivin Dass; Shubham D. Sonawani; Shuran Song; Sichun Xu; Siddhant Haldar; Siddharth Karamcheti; Simeon Adebola; Simon Guist; Soroush Nasiriany; Stefan Schaal; Stefan Welker; Stephen Tian; Subramanian Ramamoorthy; Sudeep Dasari; Suneel Belkhale; Sungjae Park; Suraj Nair; Suvir Mirchandani; Takayuki Osa; Tanmay Gupta; Tatsuya Harada; Tatsuya Matsushima; Ted Xiao; Thomas Kollar; Tianhe Yu; Tianli Ding; Todor Davchev; Tony Z. Zhao; Travis Armstrong; Trevor Darrell; Trinity Chung; Vidhi Jain; Vincent Vanhoucke; Weiyan Zhang; Wenxuan Zhou; Wolfram Burgard; Xi Chen; Xiaolong Wang; Xinghao Zhu; Xinyang Geng; Xiyuan Liu; Liangwei Xu; Xuanlin Li; Yao Lu; Yecheng Jason Ma; Yejin Kim; Yevgen Chebotar; Yifan Zhou; Yifeng Zhu; Yilin Wu; Ying Xu; Yixuan Wang; Yonatan Bisk; Yoonyoung Cho; Youngwoon Lee; Yuchen Cui; Yue Cao; Yueh-Hua Wu; Yujin Tang; Yuke Zhu; Yunchu Zhang; Yunfan Jiang; Yunshuang Li; Yunzhu Li; Yusuke Iwasawa; Yutaka Matsuo; Zehan Ma; Zhuo Xu; Zichen Jeff Cui; Zichen Zhang; Zipeng Lin

    Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration

    In: IEEE International Conference on Robotics and Automation, ICRA 2024. IEEE International Conference on Robotics and Automation (ICRA-2024), May 13-17, Yokohama, Japan, Pages 6892-6903, ISBN 979-8-3503-8457-4, IEEE, 2024.

  2. Guillaume Duret; Mohamed Mahmoud Sayed Shelkamy Ali; Nicolas Cazin; Danylo Mazurak; Anna Samsonenko; Alexandre Chapin; Florence Zara; Emmanuel Dellandréa; Liming Chen; Jan Peters

    FruitBin: A Tunable Large-Scale Dataset for Advancing 6D Pose Estimation in Fruit Bin-Picking Automation

    In: Alessio Del Bue; Cristian Canton; Jordi Pont-Tuset; Tatiana Tommasi (Hrsg.). Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part I. Computer Vision Systems (CVS), Pages 73-90, Lecture Notes in Computer Science, Vol. 15623, Springer, 2024.

  3. Jonas Günster; Puze Liu; Jan Peters; Davide Tateo

    Handling Long-Term Safety and Uncertainty in Safe Reinforcement Learning

    In: Pulkit Agrawal; Oliver Kroemer; Wolfram Burgard (Hrsg.). Conference on Robot Learning, 6-9 November 2024, Munich, Germany. Conference on Robot Learning (CoRL), Pages 4670-4697, Proceedings of Machine Learning Research, Vol. 270, PMLR, 2024.

  4. Adnan Anwer; Jameel Malik; Khawar Khurshid; Ahmed Elhayek; Ramy Battrawy; Didier Stricker; Syed Sarib Naveed; Muhammad Usman Safder

    Scene flow based deep network for hand reconstruction using depth images

    In: Scientific Reports (Sci Rep), Vol. 15(1), No. Article Number: 32726, Pages 1-24, Springer Nature, Nature Publishing Group, 9/2025.

  5. Julen Urain; Ajay Mandlekar; Yilun Du; Mahi Shafiullah; Danfei Xu; Katerina Fragkiadaki; Georgia Chalvatzaki; Jan Peters

    Deep Generative Models in Robotics: A Survey on Learning from Multimodal Demonstrations

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2408.04380, Pages 1-20, arXiv, 2024.

  6. Christopher E. Mower; Yuhui Wan; Hongzhan Yu; Antoine Grosnit; Jonas Gonzalez-Billandon; Matthieu Zimmer; Jinlong Wang; Xinyu Zhang; Yao Zhao; Anbang Zhai; Puze Liu; Davide Tateo; Cesar Cadena; Marco Hutter; Jan Peters; Guangjian Tian; Yuzheng Zhuang; Kun Shao; Xingyue Quan; Jianye Hao; Jun Wang; Haitham Bou-Ammar

    ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2406.19741, Pages 1-26, arXiv, 2024.

  7. Luca Lach; Robert Haschke; Davide Tateo; Jan Peters; Helge J. Ritter; Júlia Borràs Sol; Carme Torras

    Zero-Shot Transfer of a Tactile-based Continuous Force Control Policy from Simulation to Robot

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024, Abu Dhabi, United Arab Emirates, October 14-18, 2024. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Pages 725-732, IEEE, 2024.

  8. Duy Minh Ho Nguyen; An Thai Le; Trung Nguyen; Nghiem Tuong Diep; Tai Nguyen; Duy Duong-Tran; Jan Peters; Li Shen; Mathias Niepert; Daniel Sonntag

    Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model

    In: Vu Nguyen; Hsuan-Tien Lin (Hrsg.). Asian Conference on Machine Learning, 5-8 December 2024, Hanoi, Vietnam. Asian Conference on Machine Learning (ACML), Pages 687-702, Proceedings of Machine Learning Research, Vol. 260, PMLR, 2024.

  9. 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. 40, Pages 277-297, IEEE, 2024.

  10. Pascal Klink; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    On the Benefit of Optimal Transport for Curriculum Reinforcement Learning

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 46, No. 11, Pages 7191-7204, IEEE Computer Society, 2024.

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