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Yijun Hong

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نسخة أولية وصول مفتوح

FAN: Foresight Action Normalization for Continual Adaptation of Vision-Language-Action Models

Yijun Hong, Jiarun Zhu, Xiaoquan Sun وآخرون · 2026

Vision-Language-Action (VLA) models pre-trained on large-scale, closed datasets have demonstrated remarkable success across diverse robotic manipulation tasks. However, their long-term real-world deployment necessitates continuously acquiring new skills while retaining previously learned capabilities. While pioneering …

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