Guided Action Flow: Value-Guided Sampling for Frozen Vision-Language-Action Policies.

arXiv:2607.02092v4 Announce Type: replace-cross Abstract: Reinforcement learning can improve vision-language-action (VLA) policies beyond supervised fine-tuning, although this typically involves further updates to the policy parameters. For flow-matching polic