https://m1yan.github.io/tags/%E8%87%AA%E8%BF%9B%E5%8C%96%E6%99%BA%E8%83%BD%E4%BD%93/ Recent content in 自进化智能体 on M1YAN's Blog https://m1yan.github.io/images/papermod-cover.png https://m1yan.github.io/images/papermod-cover.png Hugo -- 0.163.3 zh M1Yan&rsquo;s Blog Tue, 28 Jul 2026 00:00:00 +0000 https://m1yan.github.io/posts/self_evolving_agents/ Tue, 28 Jul 2026 00:00:00 +0000 https://m1yan.github.io/posts/self_evolving_agents/ <blockquote> <p>本文为个人技术笔记，整理自对 2022–2026 年 Agent Self-Evolve（自进化智能体）相关论文的调研。主要参考两篇核心综述——<a href="https://arxiv.org/abs/2507.21046">A Survey of Self-Evolving Agents</a>（Gao et al.）与 <a href="https://arxiv.org/abs/2508.07407">A Comprehensive Survey of Self-Evolving AI Agents</a>（Fang et al.）——及其配套仓库 <a href="https://github.com/CharlesQ9/Self-Evolving-Agents">CharlesQ9/Self-Evolving-Agents</a>、<a href="https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents">EvoAgentX/Awesome-Self-Evolving-Agents</a>，以及文中列出的原始论文，具体出处见文末 References。</p>