2026
Prior-Constrained Explorative Guidance for Generalization in Diffusion Motion Planning
ICRA 2026poster
Diffusion-based planners have achieved generalization comparable to classical planners by leveraging inference-time optimization through guidance. However, their limited ability to capture environmental variations often constrains their responsiveness in unseen settings. In addition, the diversity-c…