@inproceedings{ijcai2026p569,
  title     = {VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation},
  author    = {Xu, Changhua and Yu, En and Xuan, Junyu and Lu, Jie},
  booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-26}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Diego Calvanese},
  pages     = {5110--5118},
  year      = {2026},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2026/569},
  url       = {https://doi.org/10.24963/ijcai.2026/569},
}