Reflective VLA: In-Context Action Consequences Make VLAs Generalize

Qing Lian, Kent Yu, Lei Zhang

Most vision-language-action (VLA) models are reactive: they predict the next action from the current instruction and observation, implicitly assuming that the current observation f…