الباحثون

Li Kang

المنشورات 2

نسخة أولية وصول مفتوح

Arm-wise Compositional Generalization in Dual-Arm Vision-Language-Action Models

Zaibin Zhang, Binghao Ran, Yuhan Wu وآخرون · 2026

Generalization in multi-arm collaboration can be studied as composing familiar atomic skills in new ways across arms. However, existing evaluations offer limited insight into which training and architectural choices support this ability under different coordination requirements. We introduce \textbf{ACG-Bench}, a bench …

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MAAP: Multi-Agent Active Perception for Collaborative Manipulation

Bruno N. Y. Chen, Li Kang, Heng Zhou وآخرون · 2026

Multi-agent manipulation naturally produces multiple task-driven viewpoints: every arm carries a wrist camera and moves through the scene while acting. Yet these observations are typically underutilized, and active perception in manipulation is still often treated as requiring a dedicated sensing agent. We introduce MA …

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