Boosting Vision-Language-Action Finetuning with Feasible Action Neighborhood Prior

Haochen Niu, Kanyu Zhang, Shuyu Yin +3

In real-world robotic manipulation, states typically admit a neighborhood of near-equivalent actions. That is, for each state, there exist a feasible action neighborhood (FAN) rath…