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SimGAN: Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning

Jan 15, 2021
Yifeng Jiang, Tingnan Zhang, Daniel Ho, Yunfei Bai, C. Karen Liu, Sergey Levine, Jie Tan

* Submitted to ICRA 2021 

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Learning Agile Robotic Locomotion Skills by Imitating Animals

Apr 02, 2020
Xue Bin Peng, Erwin Coumans, Tingnan Zhang, Tsang-Wei Lee, Jie Tan, Sergey Levine

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Cooperation without Coordination: Hierarchical Predictive Planning for Decentralized Multiagent Navigation

Mar 15, 2020
Rose E. Wang, J. Chase Kew, Dennis Lee, Tsang-Wei Edward Lee, Tingnan Zhang, Brian Ichter, Jie Tan, Aleksandra Faust

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Policies Modulating Trajectory Generators

Oct 07, 2019
Atil Iscen, Ken Caluwaerts, Jie Tan, Tingnan Zhang, Erwin Coumans, Vikas Sindhwani, Vincent Vanhoucke

* In Proceedings of The 2nd Conference on Robot Learning, volume 87 of Proceedings of Machine Learning Research, pages 916-926. PMLR, 29-31 Oct 2018 

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Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation

Sep 27, 2019
Xinlei Pan, Tingnan Zhang, Brian Ichter, Aleksandra Faust, Jie Tan, Sehoon Ha

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Data Efficient Reinforcement Learning for Legged Robots

Jul 08, 2019
Yuxiang Yang, Ken Caluwaerts, Atil Iscen, Tingnan Zhang, Jie Tan, Vikas Sindhwani

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Sim-to-Real: Learning Agile Locomotion For Quadruped Robots

May 16, 2018
Jie Tan, Tingnan Zhang, Erwin Coumans, Atil Iscen, Yunfei Bai, Danijar Hafner, Steven Bohez, Vincent Vanhoucke

* Accompanying video: 

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A review on locomotion robophysics: the study of movement at the intersection of robotics, soft matter and dynamical systems

Feb 12, 2016
Jeffrey Aguilar, Tingnan Zhang, Feifei Qian, Mark Kingsbury, Benjamin McInroe, Nicole Mazouchova, Chen Li, Ryan Maladen, Chaohui Gong, Matt Travers, Ross L. Hatton, Howie Choset, Paul B. Umbanhowar, Daniel I. Goldman

* 61 pages, 18 figures, IOPScience journal: Reports on Progress in Physics 

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