---
id: 20260312-T0-16
title: "研究提出混合自进化结构记忆提升GUI智能体性能"
title_en: "Hybrid Memory Improves GUI Agent Performance"
url: https://ai.daily.yangsir.net/daily/20260312-T0-16
issue_date: 2026-03-12
publish_date: 2026-03-12T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2603.10291
---

# 研究提出混合自进化结构记忆提升GUI智能体性能

arXiv论文2603.10291提出混合自进化结构记忆方法，解决VLM驱动的GUI智能体在长流程任务中的困难。该系统结合视觉感知和结构化记忆，处理多样化界面和频繁交互，显著提升真实场景中的计算机操作能力。

## English Version

**Hybrid Memory Improves GUI Agent Performance**

arXiv:2603.10291 proposes hybrid self-evolving structured memory to address VLM-driven GUI agents' difficulties in long-horizon tasks. The system combines visual perception with structured memory to handle diverse interfaces and frequent interactions, significantly improving real-world computer operation capabilities.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2603.10291)

**详情页**：https://ai.daily.yangsir.net/daily/20260312-T0-16

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