Theo Taeyeong Kim

ECAHD: Efficient Collision-Aware Hierarchical Diffusion Navigation

In this work, we propose Efficient Collision-Aware Hierarchical Diffusion Navigation (ECAHD), a hierarchical diffusion-based framework designed for both safety and computational efficiency. ECAHD generates a sparse trajectory for global path planning and a dense trajectory for local path refinement.…