Reece O'Mahoney

DistAL: Distance-based Advantage Learning for VLA Fine-Tuning

Vision-language-action models (VLAs) have trans- formed the field of robotic manipulation in recent years by combining the semantic understanding of LLMs with the precise control of flow-matching policies. Advantage conditioning is a recent technique that iteratively improves VLAs by training a value function on deploy...