Memento: Fine-tuning LLM Agents without Fine-tuning LLMs. - Huichi Zhou; Yihang Chen; Siyuan Guo; Xue Yan; Kin Hei Lee; Zihan Wang; Ka Yiu Lee; Guchun Zhang; Kun Shao; Linyi Yang; Jun Wang (CoRR, 2025)