Memento

Research

Date: 03 Mar 2026 Memento-Skills Let Agents Design Agents

Huichi Zhou, Siyuan Guo, Anjie Liu, Zhongwei Yu, Ziqin Gong, Bowen Zhao, Zhixun Chen, Menglong Zhang, Yihang Chen, Jinsong Li, Runyu Yang, Qiangbin Liu, Xinlei Yu, Jianmin Zhou, Na Wang, Chunyang Sun, Jun Wang
arXiv GitHub Website

Date: 27 Dec 2025 Memento 2 Learning by Stateful Reflective Memory from a theoretical perspective.

Jun Wang
arXiv

Date: 22 Aug 2025 Memento 1 Fine-tuning LLM Agents without Fine-tuning LLMs from an experimental perspective.

Huichi Zhou, Yihang Chen, Siyuan Guo, Xue Yan, Kin Hei Lee, Zihan Wang, Ka Yiu Lee, Guchun Zhang, Kun Shao, Linyi Yang, Jun Wang
arXiv GitHub