Abstract: Addressing the crucial challenge of autonomous navigation for unmanned ground vehicles (UGVs), this paper presents a dual-layer path planning method integrating Probabilistic Roadmap (PRM) ...

often fails to cater to the fluid travel needs of passengers. This study presents a novel dynamic scheduling method based on spatial graph convolution and proximal policy optimization, called DSPTR.