FAN: Foresight Action Normalization for Continual Adaptation of Vision-Language-Action Models
FAN is introduced, which achieves the highest performance and demonstrates consistent robustness, providing insightful guidance for building stable action representations in achieving effective lifelong VLA adaptation.
Yi-Jun Hong, Jia-Run Zhu, Xiao-Quan Sun et al.
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