In order to solve outdoor mobile robots’ dependence on geographic information systems, and realize automatic navigation in the face of complex changeable scenes, we propose a method that selects landmark adds prompt guidance so robot can navigate relying visual-language memory. Visual-language guide direction robot’s movement, obeying annotation people according its memory scene, which refers s...