ForgeVLA: Federated Vision-Language-Action Learning without Language Annotations

Yuhao Zhou, Yunpeng Zhu, Yang Zhou +7

Vision-Language-Action (VLA) models hold great promise for general-purpose robotic intelligence, yet scaling up such models is severely bottlenecked by the high cost of acquiring a…