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Gregory Kahn
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Books and Theses
- 2020
- [b1]Gregory Kahn:
Mobile Robot Learning. University of California, Berkeley, USA, 2020
Journal Articles
- 2021
- [j3]Gregory Kahn
, Pieter Abbeel, Sergey Levine:
BADGR: An Autonomous Self-Supervised Learning-Based Navigation System. IEEE Robotics Autom. Lett. 6(2): 1312-1319 (2021) - [j2]Suneel Belkhale
, Rachel Li, Gregory Kahn
, Rowan McAllister
, Roberto Calandra
, Sergey Levine:
Model-Based Meta-Reinforcement Learning for Flight With Suspended Payloads. IEEE Robotics Autom. Lett. 6(2): 1471-1478 (2021) - [j1]Gregory Kahn
, Pieter Abbeel, Sergey Levine
:
LaND: Learning to Navigate From Disengagements. IEEE Robotics Autom. Lett. 6(2): 1872-1879 (2021)
Conference and Workshop Papers
- 2024
- [c16]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, 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 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 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, João 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 Ahn, Michael C. Yip, Mingtong Zhang, Mingyu Ding, Minho Heo, Mohan Kumar Srirama, Mohit Sharma, Moo Jin Kim, Naoaki Kanazawa, Nicklas Hansen, Nicolas Heess, Nikhil J. Joshi, Niko Sünderhauf, Ning Liu, 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, Ran Tian, 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, Wei Zhan, 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. ICRA 2024: 6892-6903 - 2021
- [c15]Katie Kang, Gregory Kahn, Sergey Levine:
Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots. CoRL 2021: 1316-1325 - [c14]Dhruv Shah, Benjamin Eysenbach, Gregory Kahn, Nicholas Rhinehart
, Sergey Levine:
ViNG: Learning Open-World Navigation with Visual Goals. ICRA 2021: 13215-13222 - 2019
- [c13]Rowan McAllister, Gregory Kahn, Jeff Clune, Sergey Levine:
Robustness to Out-of-Distribution Inputs via Task-Aware Generative Uncertainty. ICRA 2019: 2083-2089 - [c12]Katie Kang, Suneel Belkhale, Gregory Kahn, Pieter Abbeel, Sergey Levine:
Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight. ICRA 2019: 6008-6014 - 2018
- [c11]Gregory Kahn, Adam Villaflor, Pieter Abbeel, Sergey Levine:
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation. CoRL 2018: 806-816 - [c10]Gregory Kahn, Adam Villaflor, Bosen Ding, Pieter Abbeel, Sergey Levine:
Self-Supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation. ICRA 2018: 1-8 - [c9]Anusha Nagabandi, Gregory Kahn, Ronald S. Fearing, Sergey Levine:
Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning. ICRA 2018: 7559-7566 - [c8]Anusha Nagabandi, Guangzhao Yang, Thomas Asmar, Ravi Pandya, Gregory Kahn, Sergey Levine, Ronald S. Fearing
:
Learning Image-Conditioned Dynamics Models for Control of Underactuated Legged Millirobots. IROS 2018: 4606-4613 - 2017
- [c7]Gregory Kahn, Tianhao Zhang, Sergey Levine, Pieter Abbeel:
PLATO: Policy learning using adaptive trajectory optimization. ICRA 2017: 3342-3349 - 2016
- [c6]Tianhao Zhang, Gregory Kahn, Sergey Levine, Pieter Abbeel:
Learning deep control policies for autonomous aerial vehicles with MPC-guided policy search. ICRA 2016: 528-535 - [c5]Karol Hausman, Gregory Kahn, Sachin Patil, Jörg Müller, Ken Goldberg, Pieter Abbeel, Gaurav S. Sukhatme:
Occlusion-aware multi-robot 3D tracking. IROS 2016: 1863-1870 - 2015
- [c4]Gregory Kahn, Peter Sujan, Sachin Patil, Shaunak D. Bopardikar, Julian Ryde, Kenneth Y. Goldberg
, Pieter Abbeel:
Active exploration using trajectory optimization for robotic grasping in the presence of occlusions. ICRA 2015: 4783-4790 - [c3]Benjamin Charrow, Gregory Kahn, Sachin Patil, Sikang Liu, Ken Goldberg, Pieter Abbeel, Nathan Michael, Vijay Kumar:
Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping. Robotics: Science and Systems 2015 - 2014
- [c2]Ben Kehoe, Gregory Kahn, Jeffrey Mahler, Jonathan Kim, Alex X. Lee, Anna Lee, Keisuke Nakagawa, Sachin Patil, W. Douglas Boyd, Pieter Abbeel, Kenneth Y. Goldberg
:
Autonomous multilateral debridement with the Raven surgical robot. ICRA 2014: 1432-1439 - [c1]Sachin Patil, Gregory Kahn, Michael Laskey, John Schulman, Ken Goldberg
, Pieter Abbeel:
Scaling up Gaussian Belief Space Planning Through Covariance-Free Trajectory Optimization and Automatic Differentiation. WAFR 2014: 515-533
Informal and Other Publications
- 2023
- [i15]Open X.-Embodiment Collaboration, Abhishek Padalkar, Acorn Pooley, Ajinkya Jain, Alex Bewley, Alexander Herzog, Alex Irpan, Alexander Khazatsky, Anant Raj, Anikait Singh, Anthony Brohan, Antonin Raffin, Ayzaan Wahid, Ben Burgess-Limerick, Beomjoon Kim, Bernhard Schölkopf, Brian Ichter, Cewu Lu, Charles Xu, Chelsea Finn, Chenfeng Xu, Cheng Chi, Chenguang Huang, Christine Chan, Chuer Pan, Chuyuan Fu, Coline Devin, Danny Driess, Deepak Pathak, Dhruv Shah, Dieter Büchler, Dmitry Kalashnikov, Dorsa Sadigh, Edward Johns, Federico Ceola, Fei Xia, Freek Stulp, Gaoyue Zhou, Gaurav S. Sukhatme, Gautam Salhotra, Ge Yan, Giulio Schiavi, Gregory Kahn, Hao Su, Haoshu Fang, Haochen Shi, Heni Ben Amor, Henrik I. Christensen, Hiroki Furuta, Homer Walke, Hongjie Fang, Igor Mordatch, Ilija Radosavovic, et al.:
Open X-Embodiment: Robotic Learning Datasets and RT-X Models. CoRR abs/2310.08864 (2023) - 2021
- [i14]Katie Kang, Gregory Kahn, Sergey Levine:
Multi-Robot Deep Reinforcement Learning for Mobile Navigation. CoRR abs/2106.13280 (2021) - 2020
- [i13]Gregory Kahn, Pieter Abbeel, Sergey Levine:
BADGR: An Autonomous Self-Supervised Learning-Based Navigation System. CoRR abs/2002.05700 (2020) - [i12]Suneel Belkhale, Rachel Li, Gregory Kahn, Rowan McAllister, Roberto Calandra, Sergey Levine:
Model-Based Meta-Reinforcement Learning for Flight with Suspended Payloads. CoRR abs/2004.11345 (2020) - [i11]Gregory Kahn, Pieter Abbeel, Sergey Levine:
LaND: Learning to Navigate from Disengagements. CoRR abs/2010.04689 (2020) - [i10]Dhruv Shah, Benjamin Eysenbach, Gregory Kahn, Nicholas Rhinehart, Sergey Levine:
ViNG: Learning Open-World Navigation with Visual Goals. CoRR abs/2012.09812 (2020) - 2019
- [i9]Katie Kang, Suneel Belkhale, Gregory Kahn, Pieter Abbeel, Sergey Levine:
Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight. CoRR abs/1902.03701 (2019) - 2018
- [i8]Gregory Kahn, Adam Villaflor, Pieter Abbeel, Sergey Levine:
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation. CoRR abs/1810.07167 (2018) - [i7]Rowan McAllister, Gregory Kahn, Jeff Clune, Sergey Levine:
Robustness to Out-of-Distribution Inputs via Task-Aware Generative Uncertainty. CoRR abs/1812.10687 (2018) - 2017
- [i6]Gregory Kahn, Adam Villaflor, Vitchyr Pong, Pieter Abbeel, Sergey Levine:
Uncertainty-Aware Reinforcement Learning for Collision Avoidance. CoRR abs/1702.01182 (2017) - [i5]Anusha Nagabandi, Gregory Kahn, Ronald S. Fearing, Sergey Levine:
Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning. CoRR abs/1708.02596 (2017) - [i4]Gregory Kahn, Adam Villaflor, Bosen Ding, Pieter Abbeel, Sergey Levine:
Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation. CoRR abs/1709.10489 (2017) - [i3]Anusha Nagabandi, Guangzhao Yang, Thomas Asmar, Gregory Kahn, Sergey Levine, Ronald S. Fearing:
Neural Network Dynamics Models for Control of Under-actuated Legged Millirobots. CoRR abs/1711.05253 (2017) - 2016
- [i2]Gregory Kahn, Tianhao Zhang, Sergey Levine, Pieter Abbeel:
PLATO: Policy Learning using Adaptive Trajectory Optimization. CoRR abs/1603.00622 (2016) - 2015
- [i1]Tianhao Zhang, Gregory Kahn, Sergey Levine, Pieter Abbeel:
Learning Deep Control Policies for Autonomous Aerial Vehicles with MPC-Guided Policy Search. CoRR abs/1509.06791 (2015)
Coauthor Index
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