Trajectory-Consistent Flow Matching for Robust Visuomotor Policy Learning
arXiv:2605.08511v1 Announce Type: new
Abstract: Flow matching policies learn continuous velocity fields that transport noise to actions, enabling fast deterministic inference for robot manipulation. However, standard training optimizes a pointwise vel…