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

Zhengyang Yan, Junhao Li, Fangqi Zhu +6

Reinforcement learning (RL) can improve Vision-Language-Action (VLA) policies from deployment experience, but reward- and preference-based RL primarily identifies desirable behavio…