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English(EN) APPSim-Bench: Bridging Real-world Apps and Reproducible Evaluation for Mobile GUI Agents

新框架提升移动GUI代理性能与评估

作者 PulseAugur 编辑部 · [3 个来源] ·

研究人员开发了新的框架和基准来改进移动GUI代理的性能和评估。DroidTool引入了一个自生成工具动作框架，提高了代理在Android设备上的效率和准确性。APPSim-Bench提供了一种使用模拟应用程序的可复现评估方法，揭示了当前代理在复杂任务和长工作流程方面存在困难。AgentLens提出了一个自适应可视化系统，允许移动GUI代理通过不同的视觉模式与用户交互，提高了可用性和用户偏好。 AI

影响 这些在移动GUI代理方面的进步可能带来更复杂、更用户友好的智能手机自动化和交互。

排序理由 该集群包含三篇发表在arXiv上的学术论文，详细介绍了移动GUI代理的进展。

在 arXiv cs.AI 阅读 →

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新框架提升移动GUI代理性能与评估

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该集群包含三篇发表在arXiv上的学术论文，详细介绍了移动GUI代理的进展。
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报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Juyong Lee, Woogyeol Jin, Kimin Lee ·

    通过自生成工具操作提高Android GUI代理的熟练度和效率

    arXiv:2609.06792v1 Announce Type: new Abstract: Android agents using a hybrid action space that combines GUI actions and tool actions (e.g., accessing application data via APIs) remain largely underexplored, mainly due to the excessive effort required to create tools. To address …

  2. arXiv cs.AI TIER_1 English(EN) · Jintian Feng, Long Chen, Xiao Yu, Jiayi Dai, Chenglong Liu, Haoru Wang, Zizhen Xue, Yuxuan Shi, Ziyang Wang, Yichen Gong ·

    APPSim-Bench：连接真实应用与移动GUI代理的可复现评估

    arXiv:2609.07712v1 Announce Type: new Abstract: Mobile GUI agents can execute tasks from natural-language instructions, but their evaluation remains difficult to make both realistic and reproducible. Existing benchmarks typically trade off these goals: simplified apps lack real-w…

  3. arXiv cs.AI TIER_1 English(EN) · Jeonghyeon Kim, Byeongjun Joung, Junwon Lee, Joohyung Lee, Taehoon Min, Sunjae Lee ·

    AgentLens：移动GUI代理中用于人机交互的自适应视觉模态

    arXiv:2604.20279v3 Announce Type: replace-cross Abstract: Mobile GUI agents can automate smartphone tasks by interacting directly with app interfaces, but how they should communicate with users during execution remains underexplored. Existing systems rely on two extremes: foregro…

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