See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations

Guangyan Chen, Meiling Wang, Qi Shao +10

Developing robust and general-purpose manipulation policies represents a fundamental objective in robotics research. While Vision-Language-Action (VLA) models have demonstrated pro…