Author name: Ziliang Guo, Ziheng Li, Bo Tang, Feiyu Xiong, Zhiyu Li

arXiv:2603.29493v4 Announce Type: replace-cross
Abstract: Memory-augmented Large Language Models (LLMs) are essential for developing capable, long-term AI agents. Recently, applying Reinforcement Learning (RL) to optimize memory operations, such as ex…

arXiv:2603.29493v3 Announce Type: replace
Abstract: Memory-augmented Large Language Models (LLMs) are essential for developing capable, long-term AI agents. Recently, applying Reinforcement Learning (RL) to optimize memory operations, such as extracti…

arXiv:2603.29493v2 Announce Type: replace-cross
Abstract: Memory-augmented Large Language Models (LLMs) are essential for developing capable, long-term AI agents. Recently, applying Reinforcement Learning (RL) to optimize memory operations, such as ex…