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Ruizhi Fan

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نسخة أولية وصول مفتوح

RoboFL: Federated Expert Assembly for World Action Models

Rongyu Zhang, Ruizhi Fan, Yunfan Lou وآخرون · 2026

Vision-language-action and world-action models are increasingly popular, yet remain bottlenecked by physical interaction data that is scarce, institutionally siloed, and task-heterogeneous. A natural federated solution is to let each client adapt a shared foundation model through parameter-efficient fine-tuning, avoidi …

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