@article{fromstoragetoexperienceasurveyontheevolu,
  title = {From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms},
  author = {Jinghao Luo and Yuchen Tian and Chuxue Cao and Ziyang Luo and Hongzhan Lin and Kaixin Li and Chuyi Kong and Ruichao Yang and Jing Ma},
  year = {2026},
  eprint = {2605.06716},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.06716},
}