ACL · 2026 · Conference paper

From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms

Jing Luo, Yuchen Tian, Chuxue Cao, Ziyang Luo, Hongzhan Lin, Kaixin Li, Chuyi Kong, Ruichao Yang, Jing Ma

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Published in: Annual Meeting of the Association for Computational Linguistics
Date: 2026-05-07
Citations: 22
arXiv: 2605.06716 ↗

Cite

@inproceedings{luo2026from,
  title = {From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms},
  author = {Jing 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},
  booktitle = {Annual Meeting of the Association for Computational Linguistics},
  eprint = {2605.06716},
  archivePrefix = {arXiv},
  doi = {10.18653/v1/2026.findings-acl.2069},
  url = {https://arxiv.org/abs/2605.06716},
}