https://www.cheasim.com/tags/memory/ Recent content in Memory on CheaSim Blog Hugo zh-cn Mon, 22 Jun 2026 21:10:00 +0000 https://www.cheasim.com/2026/06/22/skillx-arxiv-2604-04804/ Mon, 22 Jun 2026 21:10:00 +0000 https://www.cheasim.com/2026/06/22/skillx-arxiv-2604-04804/ <p>昨天写了 <a href="https://www.cheasim.com/2026/06/21/sga-mcts-arxiv-2604-14712/">SGA-MCTS</a>，今天顺手接一篇很适合放在一起看的论文：<a href="https://arxiv.org/abs/2604.04804">SkillX: Automatically Constructing Skill Knowledge Bases for Agents</a>。</p> <p>SGA-MCTS 更像是在说：Agent 的搜索经验能不能拆成可检索的规划原子。SkillX 则更进一步问：能不能自动把 Agent 的历史轨迹整理成一个 plug-and-play 的技能知识库，让别的 Agent 也能直接拿来用？</p>