EvoMem-VLA: State-Evolution Memory for Long-Horizon Robot Manipulation

Yuheng Na, Zhide Zhong, Junjie He +7

Most vision-language-action (VLA) models rely on current observations and lose task-relevant evidence once it leaves view, limiting performance on long-horizon, memory-dependent ta…