Michael Y. Fatemi

Training-Free Diffusion Planning with Analytical Local Scores

A training-free diffusion-based motion planner that replaces learned global trajectory scores with analytical local scores derived from obstacle, smoothness, velocity, and inter-agent feasibility terms, which yields a decomposed denoising procedure that retains the optimization structure of classical trajectory methods...