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Xuanlin Li
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Open x-embodiment: Robotic learning datasets and rt-x models
A Padalkar, A Pooley, A Jain, A Bewley, A Herzog, A Irpan, A Khazatsky, ...
International Conference on Robotics and Automation (ICRA) 2024, 2023
173*2023
ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations
T Mu*, Z Ling*, F Xiang*, DC Yang*, X Li*, S Tao, Z Huang, Z Jia, H Su
Conference on Neural Information Processing Systems (NeurIPS) 2021, 2021
1002021
ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills
J Gu^, F Xiang^, X Li*, Z Ling*, X Liu*, T Mu*, Y Tang*, S Tao*, X Wei*, ...
International Conference on Learning Representations (ICLR) 2023, 2023
85*2023
Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Z Liu*, X Li*, B Kang, T Darrell
International Conference on Learning Representations (ICLR) 2021, 2019
77*2019
Deductive Verification of Chain-of-Thought Reasoning
Z Ling*, Y Fang*, X Li, Z Huang, M Lee, R Memisevic, H Su
Conference on Neural Information Processing Systems (NeurIPS) 2023, 2023
582023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
M Liu*, R Shi*, K Kuang*, Y Zhu, X Li, S Han, H Cai, F Porikli, H Su
Conference on Neural Information Processing Systems (NeurIPS) 2023, 2023
542023
Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds
X Li*, M Liu*, Z Ling*, Y Li, H Su
6th Annual Conference on Robot Learning (CoRL 2022), 2022
232022
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability
X Li*, Y Fang*, M Liu, Z Ling, Z Tu, H Su
International Conference on Computer Vision (ICCV) 2023, 2023
192023
Improving Policy Optimization with Generalist-Specialist Learning
Z Jia, X Li, Z Ling, S Liu, Y Wu, H Su
International Conference on Machine Learning (ICML) 2022, 2022
182022
On the Efficacy of 3D Point Cloud Reinforcement Learning
Z Ling*, Y Yao*, X Li, H Su
arXiv preprint arXiv:2306.06799, 2023
62023
Discovering Non-monotonic Autoregressive Orderings with Variational Inference
X Li*, B Trabucco*, DH Park, M Luo, S Shen, T Darrell, Y Gao
International Conference on Learning Representations (ICLR) 2021, 2021
62021
Reparameterized Policy Learning for Multimodal Trajectory Optimization
Z Huang, L Liang, Z Ling, X Li, C Gan, H Su
International Conference on Machine Learning (ICML) 2023, 2023
5*2023
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood Estimation
Y Zhou*, J Gu*, X Li, M Liu, Y Fang, H Su
arXiv preprint arXiv:2312.03015, 2023
32023
Evaluating Real-World Robot Manipulation Policies in Simulation
X Li*, K Hsu*, J Gu*, K Pertsch, O Mees, HR Walke, C Fu, I Lunawat, ...
arXiv preprint arXiv:2405.05941, 2024
12024
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving
Z Ling, Y Fang, X Li, T Mu, M Lee, R Pourreza, R Memisevic, H Su
12023
Live Fitness Coaching as a Testbed for Situated Interaction
S Panchal, A Bhattacharyya, G Berger, A Mercier, C Bohm, F Dietrichkeit, ...
arXiv preprint arXiv:2407.08101, 2024
2024
Situated Real-time Interaction with a Virtually Embodied Avatar
S Panchal, G Berger, A Mercier, C Böhm, F Dietrichkeit, X Li, R Pourreza, ...
Embodied AI Workshop at CVPR 2023, 2023
2023
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