IEEE transactions on pattern analysis and machine intelligence
Lifelong Learning of Large Language Model based Agents: A Roadmap.
Junhao Zheng, Chengming Shi, Xidi Cai, Qiuke Li, Duzhen Zhang, Chenxing Li, Dong Yu, Qianli Ma
Published: 202610.1109/TPAMI.2025.3650546
Abstract
Lifelong learning, also known as continual or incremental learning, is a crucial component for advancing Artificial General Intelligence (AGI) by enabling systems to continuously adapt in dynamic environments. While large language models (LLMs) have…
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