RedFlow: Redirect Failure into Action-level Corrections for Flow-matching VLA Policy.

arXiv:2607.27782v2 Announce Type: replace-cross Abstract: Reinforcement learning (RL) can improve Vision-Language-Action (VLA) policies from deployment experience, but reward- and preference-based RL primarily identifies desirable behaviors without specifying