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

Liuhaichen Yang, Zhuang Jiang, Chenchao Sheng +8

Reinforcement learning can improve vision-language-action (VLA) policies beyond supervised fine-tuning, although this typically involves further updates to the policy parameters. F…