SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents

Xinshun Feng, Xinhao Song, Lijun Li, Gongshen Liu, Jing Shao. SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 24518-24535, Association for Computational Linguistics, 2026. [doi]

Abstract

Abstract is missing.