@article{darwinianmemoryatrainingfreeselfregulati,
  title = {Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution},
  author = {Hongze Mi and Yibo Feng and WenJie Lu and Song Cao and Jinyuan Li and Yanming Li and Xuelin Zhang and Haotian Luo and Songyang Peng and He Cui and Tengfei Tian and Jun Fang and Hua Chai and Naiqiang Tan},
  year = {2026},
  eprint = {2601.22528},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.22528},
}