Learning Locomotion Skills for Cassie: Iterative Design and Sim-to-Real Z Xie, P Clary, J Dao, P Morais, J Hurst, M van de Panne Conference on Robot Learning, 2019 | 239* | 2019 |
Feedback control for cassie with deep reinforcement learning Z Xie, G Berseth, P Clary, J Hurst, M van de Panne 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 218* | 2018 |
Differential dynamic programming with nonlinear constraints Z Xie, CK Liu, K Hauser 2017 IEEE International Conference on Robotics and Automation (ICRA), 695-702, 2017 | 126 | 2017 |
Allsteps: curriculum‐driven learning of stepping stone skills Z Xie, HY Ling, NH Kim, M van de Panne Computer Graphics Forum 39 (8), 213-224, 2020 | 108 | 2020 |
Dynamics randomization revisited: A case study for quadrupedal locomotion Z Xie, X Da, M Van de Panne, B Babich, A Garg 2021 IEEE International Conference on Robotics and Automation (ICRA), 4955-4961, 2021 | 75 | 2021 |
Learning a contact-adaptive controller for robust, efficient legged locomotion X Da, Z Xie, D Hoeller, B Boots, A Anandkumar, Y Zhu, B Babich, A Garg Conference on Robot Learning 2020, 2020 | 63 | 2020 |
Glide: Generalizable quadrupedal locomotion in diverse environments with a centroidal model Z Xie, X Da, B Babich, A Garg, M van de Panne 15th Workshop on the Algorithmic Foundations of Robotics (WAFR), 2022 | 61* | 2022 |
On learning symmetric locomotion F Abdolhosseini, HY Ling, Z Xie, XB Peng, M Van de Panne Proceedings of the 12th ACM SIGGRAPH Conference on Motion, Interaction and …, 2019 | 61 | 2019 |
Simulation-based design of dynamic controllers for humanoid balancing J Tan, Z Xie, B Boots, CK Liu 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016 | 49 | 2016 |
OPT-Mimic: Imitation of Optimized Trajectories for Dynamic Quadruped Behaviors Y Fuchioka, Z Xie, M van de Panne IEEE International Conference on Robotics and Automation (ICRA), 2023 | 28 | 2023 |
Learning soccer juggling skills with layer-wise mixture-of-experts Z Xie, S Starke, HY Ling, M van de Panne ACM SIGGRAPH 2022 Conference Proceedings, 1-9, 2022 | 20* | 2022 |
Hierarchical planning and control for box loco-manipulation Z Xie, J Tseng, S Starke, M van de Panne, CK Liu Proceedings of the ACM on Computer Graphics and Interactive Techniques 6 (3 …, 2023 | 14 | 2023 |
Learning bipedal walking for humanoids with current feedback RP Singh, Z Xie, P Gergondet, F Kanehiro IEEE Access, 2023 | 13 | 2023 |
Flexible motion optimization with modulated assistive forces NH Kim, HY Ling, Z Xie, M van de Panne Proceedings of the ACM on Computer Graphics and Interactive Techniques 4 (3 …, 2021 | 5 | 2021 |
Learning to correspond dynamical systems NH Kim, Z Xie, M Panne Learning for Dynamics and Control, 105-117, 2020 | 5 | 2020 |
Learning-based legged locomotion; state of the art and future perspectives S Ha, J Lee, M van de Panne, Z Xie, W Yu, M Khadiv arXiv preprint arXiv:2406.01152, 2024 | 1 | 2024 |
Reinforcement learning for legged robot locomotion Z Xie University of British Columbia, 2021 | 1 | 2021 |
PDP: Physics-Based Character Animation via Diffusion Policy TE Truong, M Piseno, Z Xie, CK Liu arXiv preprint arXiv:2406.00960, 2024 | | 2024 |
Learning to Design 3D Printable Adaptations on Everyday Objects for Robot Manipulation M Guo, Z Liu, S Tian, Z Xie, J Wu, CK Liu IEEE International Conference on Robotics and Automation (ICRA), 2024 | | 2024 |