S${}^2$-VLA: State-Space Guided Vision-Language-Action Models for Long-Horizon Manipulation

Zhipeng Xie, Zongyi Han, Xiangyi Wei +3

Vision-Language-Action (VLA) models have demonstrated strong capabilities in robotic manipulation, but their performance degrades significantly in long-horizon tasks due to cumulat…