From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
South China Normal University · Hong Kong Baptist University · Hong Kong University of Science and Technology · National University of Singapore · University of Science and Technology Beijing
- Findings of the Association for Computational Linguistics: ACL 2026
- 2026-01-01
- 22
@inproceedings{luo2026from,
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},
booktitle = {Findings of the Association for Computational Linguistics: ACL 2026},
eprint = {2605.06716},
archivePrefix = {arXiv},
doi = {10.18653/v1/2026.findings-acl.2069},
url = {https://arxiv.org/abs/2605.06716},
}