@article{learningtolearnattesttimelanguageagentsw,
  title = {Learning to Learn-at-Test-Time: Language Agents with Learnable Adaptation Policies},
  author = {Zhanzhi Lou and Hui Chen and Yibo Li and Qian Wang and Bryan Hooi},
  year = {2026},
  eprint = {2604.00830},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.00830},
}