<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Agent on Robert | 程序员 · 生活家</title><link>https://robert-xblog.art/tags/agent/</link><description>Recent content in Agent on Robert | 程序员 · 生活家</description><generator>Hugo -- gohugo.io</generator><language>zh-CN</language><managingEditor>Robert</managingEditor><webMaster>Robert</webMaster><lastBuildDate>Tue, 17 Mar 2026 20:30:00 +0800</lastBuildDate><atom:link href="https://robert-xblog.art/tags/agent/index.xml" rel="self" type="application/rss+xml"/><item><title>斯坦福大学AI小镇论文阅读</title><link>https://robert-xblog.art/tech/agent-mem-papers/stanford-generative-agents-notes/</link><pubDate>Tue, 17 Mar 2026 20:30:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/stanford-generative-agents-notes/</guid><description>Generative Agents 论文导读与重构整理：从记忆流、反思到规划，理解斯坦福AI小镇的 Agent Memory 架构</description></item><item><title>斯坦福大学AI小镇论文（全文翻译+导读）</title><link>https://robert-xblog.art/tech/agent-mem-papers/stanford-generative-agents-full-translation/</link><pubDate>Tue, 17 Mar 2026 18:28:15 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/stanford-generative-agents-full-translation/</guid><description>斯坦福大学 Generative Agents 论文全文中文翻译 - AI小镇模拟人类行为的研究（附导读、结构化解读与阅读小结）</description></item><item><title>斯坦福小镇：Generative Agents 记忆架构解析</title><link>https://robert-xblog.art/tech/agent-mem-papers/stanford-generative-agents-analysis/</link><pubDate>Mon, 16 Mar 2026 10:00:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/stanford-generative-agents-analysis/</guid><description>从 Agent Infra 视角解析斯坦福“小镇”项目（Generative Agents）的记忆架构与工程启示。</description></item><item><title>Agent Memory 论文综述</title><link>https://robert-xblog.art/tech/agent-mem-papers/0-agent-memory-overview/</link><pubDate>Sun, 15 Mar 2026 20:30:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/0-agent-memory-overview/</guid><description>基于 Shichun-Liu/Agent-Memory-Paper-List 的 Agent Memory 领域论文总结，涵盖事实记忆、经验记忆和工作记忆三大类别。</description></item><item><title>Agent Memory: 事实记忆 (Factual Memory)</title><link>https://robert-xblog.art/tech/agent-mem-papers/factual-memory/</link><pubDate>Sun, 15 Mar 2026 20:30:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/factual-memory/</guid><description>Agent Memory 中事实记忆相关论文总结，包括 Token-level、Parametric 和 Latent 三种存储形式。</description></item><item><title>Agent Memory: 工作记忆 (Working Memory)</title><link>https://robert-xblog.art/tech/agent-mem-papers/working-memory/</link><pubDate>Sun, 15 Mar 2026 20:30:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/working-memory/</guid><description>Agent Memory 中工作记忆相关论文总结，涵盖上下文压缩、注意力机制和 KV Cache 优化等方向。</description></item><item><title>Agent Memory: 经验记忆 (Experiential Memory)</title><link>https://robert-xblog.art/tech/agent-mem-papers/experiential-memory/</link><pubDate>Sun, 15 Mar 2026 20:30:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-mem-papers/experiential-memory/</guid><description>Agent Memory 中经验记忆相关论文总结，涵盖技能积累、经验复用和程序性记忆等方向。</description></item><item><title>OpenClaw（Clawdbot）架构拆解：把 Agent 系统做得更稳、更可控</title><link>https://robert-xblog.art/tech/openclaw-clawdbot-architecture/</link><pubDate>Mon, 02 Mar 2026 15:33:46 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/openclaw-clawdbot-architecture/</guid><description>基于 @Hesamation 拆解：OpenClaw 的 Gateway、lane queue、Agent Runner、记忆与工具安全，以及 10 条可落地的工程化建议</description></item><item><title>大模型记忆工程的架构设计与实践</title><link>https://robert-xblog.art/tech/llm-memory-engineering-memos/</link><pubDate>Mon, 02 Mar 2026 10:00:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/llm-memory-engineering-memos/</guid><description>记忆张量 CTO 李志宇博士在 QCon 的演讲分享：大模型记忆工程的核心技术——记忆分层管理、多粒度调度、可信更新与安全治理</description></item><item><title>MemGPT 论文中文翻译：将 LLM 作为操作系统</title><link>https://robert-xblog.art/tech/memgpt-paper-translation/</link><pubDate>Sun, 22 Feb 2026 21:30:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/memgpt-paper-translation/</guid><description>MemGPT 论文完整中文翻译，介绍如何通过虚拟上下文管理技术突破 LLM 的上下文窗口限制</description></item><item><title>MemGPT/Letta 记忆与上下文管理深度解析</title><link>https://robert-xblog.art/tech/memgpt-letta-guide/</link><pubDate>Sun, 22 Feb 2026 20:50:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/memgpt-letta-guide/</guid><description>深入解析 MemGPT（现 Letta）的记忆管理系统，突破 LLM 上下文窗口限制的创新方案</description></item><item><title>三域融合分析：存储管理视角的统一</title><link>https://robert-xblog.art/tech/storage-fusion-analysis/</link><pubDate>Sun, 22 Feb 2026 20:45:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/storage-fusion-analysis/</guid><description>从存储管理视角对自动驾驶大数据、多模态数据湖、Agent Infra Memory管理三个领域进行深度融合分析</description></item><item><title>Agent Infra 深度调研：Memory管理层次与架构设计</title><link>https://robert-xblog.art/tech/agent-infra-memory/</link><pubDate>Sun, 22 Feb 2026 20:40:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-infra-memory/</guid><description>对Agent Infrastructure领域进行系统性深度调研，重点关注Memory管理层次模型</description></item><item><title>智能体设计模式资料汇总</title><link>https://robert-xblog.art/tech/agent-design-patterns/</link><pubDate>Sun, 22 Feb 2026 15:00:00 +0800</pubDate><author>Robert</author><guid>https://robert-xblog.art/tech/agent-design-patterns/</guid><description>Google 及相关高质量智能体设计模式资料整理</description></item></channel></rss>