@article{vgasvalueguidedactionchunkselectionforfe,
  title = {VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation},
  author = {Changhua Xu and En Yu and Junyu Xuan and Jie Lu},
  year = {2026},
  eprint = {2602.07399},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.07399},
}