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From the 1 of 11 linked papers with an AI index.

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20242026
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cs.RO2026

Handroid: Bridging Dexterous Hand and Humanoid

Ruogu Li, Chenyang Ma, Sikai Li +6

Dexterous hands and humanoid robots are typically developed as distinct embodiments: the former enable contact-rich manipulation at the object scale, whereas the latter provide mob…

cs.RO2026

DexVerse: A Modular Benchmark for Multi-Task, Multi-Embodiment Dexterous Manipulation

Yunchao Yao, Zhuxiu Xu, Tianqi Zhang +12

Building general-purpose dexterous manipulation policies requires benchmarks that go beyond isolated tasks to systematically evaluate policies across diverse interaction modes, sen…

cs.RO2026

Current as Touch: Proprioceptive Contact Feedback for Compliant Dexterous Manipulation

Chenyang Ma, Yunchao Yao, Zhenyu Wei +3

Compliance is essential for dexterous manipulation, yet existing solutions often rely on external tactile or force sensors that are costly, fragile, and difficult to deploy on low-…

cs.RO2026

FurnitureVLA: Learning Long-Horizon Bimanual Furniture Assembly with Vision-Language-Action Model

Chenyang Ma, Yue Yang, Radu Corcodel +4

Current work on robot furniture assembly mostly focuses on toy-scale settings or single-arm manipulation. We introduce FurnitureVLA, the first systematic study of real-scale bimanu…

cs.RO2026

UniTac: A Unified Multimodal Model for Cross-Sensor Tactile Understanding and Generation

Jiahang Tu, Fengyu Yang, Chenyang Ma +8

Unified multimodal models (UMMs) have shown great promise in integrating understanding and generation across diverse modalities. However, existing research rarely extends this para…

cs.RO2026

PACT: Proactive Asking for Continual Task Assistance in Human-Robot Collaboration

Chengbo He, Sheng Li, Chenyang Ma +6

Robotic assistants in long-term human-robot collaboration need to assist users under partial observations while leveraging cross-day interaction history. However, human traits and…