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Yuxiang Yang
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Year
Data efficient reinforcement learning for legged robots
Y Yang, K Caluwaerts, A Iscen, T Zhang, J Tan, V Sindhwani
Conference on Robot Learning, 1-10, 2020
1402020
Es-maml: Simple hessian-free meta learning
X Song, W Gao, Y Yang, K Choromanski, A Pacchiano, Y Tang
ICLR 2020, 2019
1262019
Rapidly adaptable legged robots via evolutionary meta-learning
X Song, Y Yang, K Choromanski, K Caluwaerts, W Gao, C Finn, J Tan
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
872020
Fast and efficient locomotion via learned gait transitions
Y Yang, T Zhang, E Coumans, J Tan, B Boots
Conference on robot learning, 773-783, 2022
772022
When random search is not enough: Sample-efficient and noise-robust blackbox optimization of RL policies
K Choromanski, A Pacchiano, J Parker-Holder, J Hsu, A Iscen, D Jain, ...
Conference on Robot Learning, 2020, 2019
42*2019
Norml: No-reward meta learning
Y Yang, K Caluwaerts, A Iscen, J Tan, C Finn
AAMAS 2019, 2019
322019
OpenRoACH: A durable open-source hexapedal platform with onboard robot operating system (ROS)
L Wang, Y Yang, G Correa, K Karydis, RS Fearing
2019 International Conference on Robotics and Automation (ICRA), 9466-9472, 2019
122019
Cajun: Continuous adaptive jumping using a learned centroidal controller
Y Yang, G Shi, X Meng, W Yu, T Zhang, J Tan, B Boots
Conference on Robot Learning, 2791-2806, 2023
112023
ES-ENAS: combining evolution strategies with neural architecture search at no extra cost for reinforcement learning
X Song, K Choromanski, J Parker-Holder, Y Tang, D Peng, D Jain, W Gao, ...
CoRR, abs/2101.07415, 2021
9*2021
Learning semantics-aware locomotion skills from human demonstration
Y Yang, X Meng, W Yu, T Zhang, J Tan, B Boots
Conference on Robot Learning, 2022, 2022
82022
Continuous versatile jumping using learned action residuals
Y Yang, X Meng, W Yu, T Zhang, J Tan, B Boots
Learning for Dynamics and Control Conference, 770-782, 2023
72023
Reinforcement learning with chromatic networks for compact architecture search
X Song, K Choromanski, J Parker-Holder, Y Tang, W Gao, A Pacchiano, ...
arXiv preprint arXiv:1907.06511, 2019
32019
Reinforcement learning with chromatic networks
X Song, K Choromanski, J Parker-Holder, Y Tang, W Gao, A Pacchiano, ...
12019
LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators
C Lin, X Liu, Y Yang, Y Niu, W Yu, T Zhang, J Tan, B Boots, D Zhao
arXiv preprint arXiv:2403.18197, 2024
2024
ES-ENAS: Efficient Evolutionary Optimization for Large Hybrid Search Spaces
X Song, K Choromanski, J Parker-Holder, Y Tang, Q Zhang, D Peng, ...
arXiv preprint arXiv:2101.07415, 2021
2021
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