Diffusion-Guided Multi-Arm Motion Planning
DG-MAP proposes a closed-loop motion planning framework for multi-arm robots using conditional diffusion models. It combines single-arm trajectory generation with specialized conflict resolution models to achieve scalable and data-efficient planning, outperforming methods that require extensive multi-arm training data.