Jan Peters
2001–2026 年に発表
- 713
- 論文数
- 35,814
- 被引用数
- 91
- h 指数
- 379
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science43.6%
- Engineering35.1%
- Neuroscience6.1%
- Psychology3.1%
- Biochemistry, Genetics and Molecular Biology2.1%
- Medicine1.9%
- その他8.1%
トピック
- Reinforcement Learning in Robotics10.8%
- Robot Manipulation and Learning9.6%
- Robotic Path Planning Algorithms2.5%
- Robotic Locomotion and Control1.8%
- Gaussian Processes and Bayesian Inference1.6%
- Human Pose and Action Recognition1.6%
- その他72.1%
共著者
- Gerhard Neumann75
- Georgia Chalvatzaki44
- Davide Tateo40
- Jens Kober38
- Oliver Kroemer37
- Boris Belousov33
- Carlo D'Eramo29
- Joni Pajarinen29
- Bernhard Schölkopf26
- Guilherme Maeda26
- Dorothea Koert25
- Duy Nguyen-Tuong25
- Marc Peter Deisenroth25
- Puze Liu24
- Stefan Schaal23
- Joe Watson22
- Elmar Rueckert21
- Marco Ewerton21
- Oleg Arenz20
- Daniel Palenicek19
- João Carvalho19
- Michael Lutter19
- Rudolf Lioutikov19
- Roberto Calandra18
全論文
- Open X-Embodiment: Robotic Learning Datasets and RT-X Models
著者: Embodiment Collaboration, O'Neill, Abby, Rehman, Abdul, Gupta, Abhinav, Maddukuri, Abhiram, Gupta, Abhishek, Abhishek Padalkar, Lee, Abraham, Acorn Pooley, Gupta, Agrim, Mandlekar, Ajay, Ajinkya Jain, Tung, Albert, Alex Bewley, Alex Herzog, Alex Irpan, Alexander Khazatsky, Anant Rai, Gupta, Anchit, Wang, Andrew, Kolobov, Andrey, Anikait Singh, Garg, Animesh, Kembhavi, Aniruddha, Xie, Annie, Anthony Brohan, Antonin Raffin, Sharma, Archit, Yavary, Arefeh, Jain, Arhan, Balakrishna, Ashwin, Ayzaan Wahid, Ben Burgess-Limerick, Beomjoon Kim, Bernhard Schölkopf, Wulfe, Blake, Brian Ichter, Cewu Lu, Charles Xu, Le, Charlotte, Chelsea Finn, Wang, Chen, Chenfeng Xu, Cheng Chi, Chenguang Huang, Christine W. Chan, Agia, Christopher, Chuer Pan, Chuyuan Fu, Coline Devin, Xu, Danfei, Morton, Daniel, Danny Driess, Chen, Daphne, Deepak Pathak, Dhruv Shah, Dieter Büchler, Jayaraman, Dinesh, Dmitry Kalashnikov, Dorsa Sadigh, Edward Johns, Foster, Ethan, Liu, Fangchen, Federico Ceola, Fei Xia, Zhao, Feiyu, Frujeri, Felipe Vieira, Freek Stulp, Gaoyue Zhou, Gaurav S. Sukhatme, Gautam Salhotra, Ge Yan, Feng, Gilbert, Giulio Schiavi, Berseth, Glen, Gregory Kahn, Yang, Guangwen, Wang, Guanzhi, Hao Su, Hao-Shu Fang, Haochen Shi, Bao, Henghui, Heni Ben Amor, Henrik I. Christensen, Hiroki Furuta, Bharadhwaj, Homanga, Homer Walke, Hongjie Fang, Ha, Huy, Igor Mordatch, Ilija Radosavovic, Isabel Leal, Jacky Liang, Jad Abou-Chakra, Jaehyung Kim, Drake, Jaimyn, Jan Peters, Schneider, Jan, Jasmine Hsu, Vakil, Jay ほか 194 名 - arXiv (Cornell University), CoRR 2023 被引用: 773
- Reinforcement learning in robotics: A survey
著者: Jens Kober, J. Andrew Bagnell, Jan Peters - The International Journal of Robotics Research, Int. J. Robotics Res. 2013 被引用: 3,069
- Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration
著者: A. O'Neill, Abdul Rehman, Abhiram Maddukuri, Abhishek Gupta, Abhishek Padalkar, Abraham Lee, Acorn Pooley, Agrim Gupta, Ajay Mandlekar, Ajinkya Jain, Albert Tung, Alex Bewley, Alex Herzog, Alex Irpan, Alexander Khazatsky, Anant Rai, Anchit Gupta, Andrew 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 W. Chan, Christopher Agia, Chuer Pan, Chuyuan Fu, Coline Devin, Danfei Xu, Daniel Morton, Danny Driess, Daphne Chen, Deepak Pathak, Dhruv Shah, Dieter Büchler, Dinesh Jayaraman, Dmitry Kalashnikov, Dorsa Sadigh, Edward Johns, Ethan 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, Jae‐Hyung Kim, Jaimyn Drake, Jan Peters, Jan Schneider, Jasmine Hsu, Jeannette Bohg, Jeffrey Bingham, Jeffrey Wu, Jensen Gao, Jiaheng Hu, Jiajun Wu, Jialin Wu ほか 179 名 - IEEE International Conference on Robotics and Automation (ICRA) 2024 被引用: 149
- An Algorithmic Perspective on Imitation Learning
著者: Takayuki Osa, Joni Pajarinen, Gerhard Neumann, J. Andrew Bagnell, Pieter Abbeel, Jan Peters - Foundations and Trends in Robotics, Found. Trends Robotics 2018 被引用: 385
- Sim2Real in Robotics and Automation: Applications and Challenges
著者: Sebastian Höfer, Kostas E. Bekris, Ankur Handa, Juan Camilo Gamboa, Melissa Mozifian, Florian Golemo, Christopher G. Atkeson, Dieter Fox, Ken Goldberg, John J. Leonard, C. Karen Liu, Jan Peters, Shuran Song, Peter Welinder, Martha White - IEEE Transactions on Automation Science and Engineering, IEEE Trans Autom. Sci. Eng. 2021 被引用: 153
- Robust Reinforcement Learning: A Review of Foundations and Recent Advances
著者: Janosch Moos, Kay Hansel, Hany Abdulsamad, Svenja Stark, Debora Clever, Jan Peters - Machine Learning and Knowledge Extraction, Mach. Learn. Knowl. Extr. 2022 被引用: 114
- Natural Actor-Critic
著者: Jan Peters, Stefan Schaal - Neurocomputing 2008 被引用: 751
- Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning
著者: Michael Lutter, Christian Ritter, Jan Peters - ICLR (Poster) 2019 被引用: 495
- Robot Learning From Randomized Simulations: A Review
著者: Fabio Muratore, Fabio Ramos, Greg Turk, Wenhao Yu, Michael Gienger, Jan Peters - Frontiers in Robotics and AI, Frontiers Robotics AI 2022 被引用: 104
- HEBO: An Empirical Study of Assumptions in Bayesian Optimisation
著者: Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov, Zhi Wang, Antoine Grosnit, Ryan-Rhys Griffiths, Alexandre Max Maraval, Jianye Hao, Jun Wang, Jan Peters, Haitham Bou-Ammar - Journal of Artificial Intelligence Research, J. Artif. Intell. Res. 2022 被引用: 77
- GraFix: sample preparation for single-particle electron cryomicroscopy
著者: Berthold Kastner, N. Fischer, Monika M. Golas, Bjoern Sander, Prakash Dube, Daniel Boehringer, Klaus Hartmuth, Jochen Deckert, Florian Hauer, Elmar Wolf, Hannes Uchtenhagen, Henning Urlaub, Franz Herzog, Jan Peters, Dietmar Poerschke, Reinhard Lührmann, Holger Stark - Nature Methods 2007 被引用: 604
- Using probabilistic movement primitives in robotics
著者: Alexandros Paraschos, Christian Daniel, Jan Peters, Gerhard Neumann - Autonomous Robots, Auton. Robots 2017 被引用: 197
- Reinforcement learning of motor skills with policy gradients
著者: Jan Peters, Stefan Schaal - Neural Networks 2008 被引用: 864
- Combining Physics and Deep Learning to learn Continuous-Time Dynamics Models
著者: Michael Lutter, Jan Peters - The International Journal of Robotics Research, Int. J. Robotics Res. 2023 被引用: 53
- Learning to Play Table Tennis From Scratch Using Muscular Robots
著者: Dieter Büchler, Simon Guist, Roberto Calandra, Vincent Berenz, Bernhard Schölkopf, Jan Peters - IEEE Transactions on Robotics, IEEE Trans. Robotics 2022 被引用: 86
- Deep Generative Models in Robotics: A Survey on Learning from Multimodal Demonstrations
著者: Julen Urain, Ajay Mandlekar, Yilun Du, Mahi Shafiullah, Danfei Xu, Katerina Fragkiadaki, Georgia Chalvatzaki, Jan Peters - arXiv (Cornell University), CoRR 2024 被引用: 37
- Model learning for robot control: a survey
著者: Duy Nguyen-Tuong, Jan Peters - Cognitive Processing, Cogn. Process. 2011 被引用: 503
- Bayesian optimization for learning gaits under uncertainty - An experimental comparison on a dynamic bipedal walker
著者: Roberto Calandra, André Seyfarth, Jan Peters, Marc Peter Deisenroth - Annals of Mathematics and Artificial Intelligence, Ann. Math. Artif. Intell. 2015 被引用: 290
- Reinforcement learning by reward-weighted regression for operational space control
著者: Jan Peters, Stefan Schaal - conference on Machine learning, ICML 2007 被引用: 184
- ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning
著者: 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 - CoRR 2024 被引用: 32
- Relative Entropy Policy Search
著者: Jan Peters, Katharina Mülling, Yasemin Altun - AAAI Conference on Artificial Intelligence 2010 被引用: 481
- Learning to Select and Generalize Striking Movements in Robot Table Tennis
著者: Katharina Mülling, Jens Kober, Oliver Kroemer, Jan Peters - The International Journal of Robotics Research, AAAI Fall Symposium: Robots Learning Interactively from Human Teachers 2012 被引用: 404
- Probabilistic Movement Primitives
著者: Alexandros Paraschos, Christian Daniel, Jan Peters, Gerhard Neumann - http://www.ias.tu-darmstadt.de/uploads/Publications/Paraschos_NIPS_2013.pdf 2013 被引用: 730
- Sharing Knowledge in Multi-Task Deep Reinforcement Learning
著者: Carlo D'Eramo, Davide Tateo, Andrea Bonarini, Marcello Restelli, Jan Peters - ICLR 2020 被引用: 156
