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20242026
most citedRealDex: Towards Human-like Grasping for Robotic Dexterous Hand

17 citations · 23 across the 9 of their papers we have counts for

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6 papers · 1 filter

cs.RO2026

Learning Asynchronous Upper-body Task-space Trajectory Tracking Policy for Humanoid Robots

Yumeng Liu, Dongqi Wang, Jiyu Yu +3

High-level humanoid planners often output sparse task-space, low-rate trajectories, whereas whole-body controllers run at high frequency. This creates temporal asynchrony between t…

cs.RO2026

AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis

Xiaofei Wu, Yi Zhang, Yumeng Liu +3

Generating human grasping poses that accurately reflect both object geometry and user-specified interaction semantics is essential for natural hand-object interactions in AR/VR and…

cs.RO2025

DexH2R: A Benchmark for Dynamic Dexterous Grasping in Human-to-Robot Handover

Youzhuo Wang, Jiayi Ye, Chuyang Xiao +6

Handover between a human and a dexterous robotic hand is a fundamental yet challenging task in human-robot collaboration. It requires handling dynamic environments and a wide varie…

cs.RO2025★ 1 cited

A Survey: Learning Embodied Intelligence from Physical Simulators and World Models

Xiaoxiao Long, Qingrui Zhao, Kaiwen Zhang +15

The pursuit of artificial general intelligence (AGI) has placed embodied intelligence at the forefront of robotics research. Embodied intelligence focuses on agents capable of perc…

cs.RO2025

FreqPolicy: Frequency Autoregressive Visuomotor Policy with Continuous Tokens

Yiming Zhong, Yumeng Liu, Chuyang Xiao +7

Learning effective visuomotor policies for robotic manipulation is challenging, as it requires generating precise actions while maintaining computational efficiency. Existing metho…

cs.RO2024★ 17 cited

RealDex: Towards Human-like Grasping for Robotic Dexterous Hand

Yumeng Liu, Yaxun Yang, Youzhuo Wang +9

In this paper, we introduce RealDex, a pioneering dataset capturing authentic dexterous hand grasping motions infused with human behavioral patterns, enriched by multi-view and mul…