Lifelong Learning of Large Language Model Based Agents: A Roadmap
South China University of Technology · Mohamed bin Zayed University of Artificial Intelligence · Tencent (China) · Bellevue Hospital Center
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- 2026-01-05
- 93
@article{zheng2026lifelong,
title = {Lifelong Learning of Large Language Model Based Agents: A Roadmap},
author = {Junhao Zheng and Chengming Shi and Xidi Cai and Qiuke Li and Duzhen Zhang and Chenxing Li and Dong Yu and Qianli Ma},
year = {2026},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
eprint = {2501.07278},
archivePrefix = {arXiv},
doi = {10.1109/TPAMI.2025.3650546},
url = {https://arxiv.org/abs/2501.07278},
}