الباحثون

Junwei Jiang

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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CARE: Experience-Guided Atomic Corrective Execution for Vision-Language-Action Policies

Junlan Xiao, Junwei Jiang, Zaibin Zhang وآخرون · 2026

Vision-Language-Action (VLA) policies achieve strong performance in robotic manipulation but remain brittle once execution deviates from nominal trajectories. We propose CARE (Corrective Atomic Robotic Execution), a framework that improves recovery by learning from failures encountered during execution. Instead of gene …

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