Diffusion-based Planning with Learned Viability Filters

Nicholas Ioannidis, Daniele Reda, Setareh Cohan +1

Diffusion models can be used as a motion planner by sampling from a distribution of possible futures. However, the samples may not satisfy hard constraints that exist only implicit…