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Manipulation
[NeurIPS25] Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
Tactile sensing is crucial for achieving human-level robotic capabilities in manipulation tasks. As a promising solution, Vision-Based …
Yuyang Li
,
Wenxin Du
,
Chang Yu
,
Puhao Li
,
Zihang Zhao
,
Tengyu Liu
,
Chenfanfu Jiang
,
Yixin Zhu
,
Siyuan Huang
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NVIDIA GTC Paris
NVIDIA Technical Blog
The Linux Foundation
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[IROS25] Ag2x2: Robust Agent-Agnostic Visual Representations for Zero-Shot Bimanual Manipulation
Bimanual manipulation, fundamental to human daily activities, remains a challenging task due to its inherent complexity of coordinated …
Ziyin Xiong
,
Yinghan Chen
,
Puhao Li
,
Yixin Zhu
,
Tengyu Liu
,
Siyuan Huang
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[NatureMachineIntelligence25] Embedding high-resolution touch across robotic hands enables adaptive human-like grasping
Developing robotic hands that adapt to real-world dynamics remains a fundamental challenge in robotics and machine intelligence. …
Zihang Zhao
,
Wanlin Li
,
Yuyang Li
,
Tengyu Liu
,
Boren Li
,
Meng Wang
,
Kai Du
,
Hangxin Liu
,
Yixin Zhu
,
Qining Wang
,
Kaspar Althoefer
,
Song-Chun Zhu
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Science Robotics Editors' Choice
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[T-RO25] Tac-Man: Tactile-Informed Prior-Free Manipulation of Articulated Objects
Integrating robotics into human-centric environments such as homes, necessitates advanced manipulation skills as robotic devices will …
Zihang Zhao
,
Yuyang Li
,
Wanlin Li
,
Zhenghao Qi
,
Lecheng Ruan
,
Yixin Zhu
,
Kaspar Althoefer
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北大AI院官微
TechXplore
[IROS24] Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations
Autonomous robotic systems capable of learning novel manipulation tasks are poised to transform industries from manufacturing to …
Puhao Li
,
Tengyu Liu
,
Yuyang Li
,
Muzhi Han
,
Haoran Geng
,
Shu Wang
,
Yixin Zhu
,
Song-Chun Zhu
,
Siyuan Huang
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[IROS24] PreAfford: Universal Affordance-Based Pre-Grasping for Diverse Objects and Environments
Robotic manipulation with two-finger grippers is challenged by objects lacking distinct graspable features. Traditional pre-grasping …
Kairui Ding
,
Boyuan Chen
,
Ruihai Wu
,
Yuyang Li
,
Zongzheng Zhang
,
Huan-Ang Gao
,
Siqi Li
,
Yixin Zhu
,
Guyue Zhou
,
Hao Dong
,
Hao Zhao
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[RA-L24] Grasp Multiple Objects with One Hand
The intricate kinematics of the human hand enable simultaneous grasping and manipulation of multiple objects, essential for tasks such …
Yuyang Li
,
Bo Liu
,
Yiran Geng
,
Puhao Li
,
Yaodong Yang
,
Yixin Zhu
,
Tengyu Liu
,
Siyuan Huang
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[ICLR24] SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
Humans demonstrate remarkable skill in transferring manipulation abilities across objects of varying shapes, poses, and appearances, a …
Qianxu Wang
,
Haotong Zhang
,
Congyue Deng
,
Yang You
,
Hao Dong
,
Yixin Zhu
,
Leonidas Guibas
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[IROS23] Learning a Causal Transition Model for Object Cutting
Cutting objects into desired fragments is challenging for robots due to the spatially unstructured nature of fragments and the complex …
Zeyu Zhang
,
Muzhi Han
,
Baoxiong Jia
,
Ziyuan Jiao
,
Yixin Zhu
,
Song-Chun Zhu
,
Hangxin Liu
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[IROS23] Sequential Manipulation Planning for Over-actuated Unmanned Aerial Manipulators
We investigate the sequential manipulation planning problem for unmanned aerial manipulators (UAMs). Unlike prior work that primarily …
Yao Su
,
Jiarui Li
,
Ziyuan Jiao
,
Meng Wang
,
Chi Chu
,
Hang Li
,
Yixin Zhu
,
Hangxin Liu
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