@article{decoupledactionexpertconfiningtaskknowle,
  title = {Decoupled Action Expert: Confining Task Knowledge to the Conditioning Pathway},
  author = {Jian Zhou and Sihao Lin and Shuai Fu and Zerui Li and Gengze Zhou and Qi WU},
  year = {2025},
  eprint = {2511.12101},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.12101},
}