Can Vision-Language-Action Models Learn from Real-World Data Continually without Forgetting?

Jiarun Zhu, Yijun Hong, Xiaoquan Sun +7

Vision-Language-Action (VLA) models provide a promising foundation for general-purpose robotics, yet their real-world deployment demands the ability to continually acquire new skil…