الباحثون

Ramana Kompella

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نسخة أولية وصول مفتوح

An Empirical Study and Open Testbed for Federated Fine-Tuning of Vision-Language-Action Models

Zhekai Duan, Kevin Ziyang Xie, Xinyu Tan وآخرون · 2026

Adapting a pretrained Vision-Language-Action (VLA) model to a new robot, environment, or task requires demonstrations that are collected locally and often discarded. Federated learning is a promising approach to exploiting such distributed demonstrations by learning a shared policy. However, whether it can adapt large …

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