Trajectory-Consistent Flow Matching for Robust Visuomotor Policy Learning

Riad Ahmed, Sujosh Nag, Moniruzzaman Akash +2

Flow matching policies learn continuous velocity fields that transport noise to actions, enabling fast deterministic inference for robot manipulation. However, standard training op…