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README.md

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2020
<a href="https://trendshift.io/repositories/7423" target="_blank"><img src="https://trendshift.io/api/badge/repositories/7423" alt="MobileAgent | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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<p align="center">
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<a href="https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3"><img src="assets/Demo-ModelScope-brightgreen.svg" alt="Demo ModelScope"></a>
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</p>
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👏 Welcome to try Mobile-Agent-v3 via our **[<img src="./assets/tongyi.png" width="14px" style="display:inline;"> Modelscope online demo](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3)** or <img src="./assets/aliyun.png" width="14px" style="display:inline;"> **[Bailian online demo](https://bailian.console.aliyun.com/next?tab=demohouse#/experience/adk-computer-use/pc)**!
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🤗 <a href="https://huggingface.co/mPLUG/GUI-Owl-32B" target="_blank">GUI-Owl-32B</a> |
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## 📢News
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- `[2025.9.24]`🔥🔥 We've released the demo on ModelScope that's based on Wuying Cloud Desktop and Phone. No need to deploy models locally or prepare devices, just input your instruction to experience Mobile-Agent-v3! [Demo Link](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3). The new version based on Qwen-3-VL is coming soon.
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- `[2025.9.19]`🔥 GUI-Critic-R1 has been accepted by **The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)**.
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- `[2025.9.17]`🔥 We have released our latest work, **UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning**. The [paper](https://www.arxiv.org/abs/2509.11543), [code](https://github.com/X-PLUG/MobileAgent/tree/main/UI-S1), and [model](https://huggingface.co/mPLUG/UI-S1-7B) are now open-sourced.
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- `[2025.9.16]`🔥 We've open-sourced the code of GUI-Owl and Mobile-Agent-v3 on OSWorld benchmark. See the [Code](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-osworld). The RL-tuned [checkpoint](https://huggingface.co/mPLUG/GUI-Owl-7B-Desktop-RL) of GUI-Owl is also released.
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- `[2025.9.10]`🔥 We've open-sourced the code of AndroidWorld benchmark and real-world mobile scenarios for GUI-Owl and Mobile-Agent-v3. See the [AndroidWorld Code](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-androidworld) and [Real-world Scenarios Code](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#deploy-mobile-agent-v3-on-your-mobile-device).
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- `[2025.9.24]`🔥🔥 We've released the demo on ModelScope that's based on Wuying Cloud Desktop and Phone. No need to deploy models locally or prepare devices, just input your instruction to experience Mobile-Agent-v3! [ModelScope Demo Link](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3) and [Bailian Demo Link](https://bailian.console.aliyun.com/next?tab=demohouse#/experience/adk-computer-use/pc). The new version based on Qwen-3-VL is coming soon.
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- `[2025.9.19]`🔥 GUI-Critic-R1 has been accepted by **The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)**. We have released our latest work, **UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning**. The [paper](https://www.arxiv.org/abs/2509.11543), [code](https://github.com/X-PLUG/MobileAgent/tree/main/UI-S1), and [model](https://huggingface.co/mPLUG/UI-S1-7B) are now open-sourced.
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- `[2025.9.16]`🔥 We've open-sourced the code of GUI-Owl and Mobile-Agent-v3 on OSWorld, AndroidWorld, and real-world mobile scenarios. See the [OSWorld Code](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-osworld). The OSWorld RL-tuned [checkpoint](https://huggingface.co/mPLUG/GUI-Owl-7B-Desktop-RL) of GUI-Owl is also released. See the [AndroidWorld Code](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-androidworld) and [Real-world Scenarios Code](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#deploy-mobile-agent-v3-on-your-mobile-device).
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- `[2025.8.20]`All new **GUI-Owl** and **Mobile-Agent-v3** are released! Technical report can be found [here](https://arxiv.org/abs/2508.15144). And model checkpoint will be released on [GUI-Owl-7B](https://huggingface.co/mPLUG/GUI-Owl-7B) and [GUI-Owl-32B](https://huggingface.co/mPLUG/GUI-Owl-32B).
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- GUI-Owl is a multi-modal cross-platform GUI VLM with GUI perception, grounding, and end-to-end operation capabilities.
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- Mobile-Agent-v3 is a cross-platform multi-agent framework based on GUI-Owl. It provides capabilities such as planning, progress management, reflection, and memory.

README_zh.md

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2020
<a href="https://trendshift.io/repositories/7423" target="_blank"><img src="https://trendshift.io/api/badge/repositories/7423" alt="MobileAgent | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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<a href="https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3"><img src="assets/Demo-ModelScope-brightgreen.svg" alt="Demo ModelScope"></a>
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</p>
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👏 欢迎通过我们的<img src="./assets/tongyi.png" width="14px" style="display:inline;"> **[Modelscope在线Demo](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3)** 或 <img src="./assets/aliyun.png" width="14px" style="display:inline;"> **[百炼在线Demo](https://bailian.console.aliyun.com/next?tab=demohouse#/experience/adk-computer-use/pc)** 试用 Mobile-Agent-v3!
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🤗 <a href="https://huggingface.co/mPLUG/GUI-Owl-32B" target="_blank">GUI-Owl-32B</a> |
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## 📢新闻
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- `[2025.9.24]`🔥🔥 我们在 ModelScope 上发布了基于无影云电脑和云手机的 demo。无需本地部署模型或准备设备,只需输入指令即可体验 Mobile-Agent-v3![Demo 链接](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3)。基于Qwen-3-VL的新版本即将到来。
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- `[2025.9.19]`🔥 GUI-Critic-R1 已被 **第三十九届神经信息处理系统年会 (NeurIPS 2025)** 接收。
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- `[2025.9.17]`🔥 我们发布了最新成果 **UI-S1:通过半在线强化学习推进 GUI 自动化**[论文](https://www.arxiv.org/abs/2509.11543)[代码](https://github.com/X-PLUG/MobileAgent/tree/main/UI-S1)[模型](https://huggingface.co/mPLUG/UI-S1-7B) 现已开源。
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- `[2025.9.16]`🔥 我们在 OSWorld 基准测试中开源了 GUI-Owl 和 Mobile-Agent-v3 的代码。请参阅 [代码](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-osworld)
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- `[2025.9.10]`🔥 我们开源了 AndroidWorld 基准测试的代码以及 GUI-Owl 和 Mobile-Agent-v3 的真实移动场景代码。请参阅 [AndroidWorld 代码](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-androidworld)[真实场景代码](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#deploy-mobile-agent-v3-on-your-mobile-device)
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- `[2025.8.20]`🔥 全新 **GUI-Owl****Mobile-Agent-v3** 正式发布!技术报告可在此处查看(https://arxiv.org/abs/2508.15144)。模型检查点将在 [GUI-Owl-7B](https://huggingface.co/mPLUG/GUI-Owl-7B)[GUI-Owl-32B](https://huggingface.co/mPLUG/GUI-Owl-32B) 上发布。
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- `[2025.9.24]`🔥🔥 我们在 ModelScope 上发布了基于无影云电脑和云手机的 demo。无需本地部署模型或准备设备,只需输入指令即可体验 Mobile-Agent-v3![ModelScope Demo 链接](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v3)[百炼 Demo 链接](https://bailian.console.aliyun.com/next?tab=demohouse#/experience/adk-computer-use/pc)。基于Qwen-3-VL的新版本即将到来。
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- `[2025.9.19]`🔥 GUI-Critic-R1 已被 **第三十九届神经信息处理系统年会 (NeurIPS 2025)** 接收。我们发布了最新成果 **UI-S1:通过半在线强化学习推进 GUI 自动化**[论文](https://www.arxiv.org/abs/2509.11543)[代码](https://github.com/X-PLUG/MobileAgent/tree/main/UI-S1)[模型](https://huggingface.co/mPLUG/UI-S1-7B) 现已开源。
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- `[2025.9.16]`🔥 我们在 OSWorld、AndroidWorld 和实际移动场景中开源了 GUI-Owl 和 Mobile-Agent-v3 的代码。请参阅 [OSWorld 代码](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-osworld)。GUI-Owl 的 OSWorld 强化学习 [checkpoint](https://huggingface.co/mPLUG/GUI-Owl-7B-Desktop-RL) 也已发布。请参阅 [AndroidWorld 代码](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#evaluation-on-androidworld)[真实场景代码](https://github.com/X-PLUG/MobileAgent/tree/main/Mobile-Agent-v3#deploy-mobile-agent-v3-on-your-mobile-device)
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- `[2025.8.20]`全新 **GUI-Owl****Mobile-Agent-v3** 正式发布!技术报告可在此处查看(https://arxiv.org/abs/2508.15144)。模型检查点将在 [GUI-Owl-7B](https://huggingface.co/mPLUG/GUI-Owl-7B)[GUI-Owl-32B](https://huggingface.co/mPLUG/GUI-Owl-32B) 上发布。
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- GUI-Owl 是一个多模态跨平台 GUI 虚拟层模型 (VLM),具备 GUI 感知、落地和端到端操作能力。
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- Mobile-Agent-v3 是一个基于 GUI-Owl 的跨平台多智能体框架,提供规划、进度管理、反射和内存管理等功能。
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- `[2025.8.14]`🔥 Mobile-Agent-v3 在***第二十四届全国计算语言学大会*** (CCL 2025) 上荣获 **最佳演示奖**
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- `[2025.8.14]`Mobile-Agent-v3 在***第二十四届全国计算语言学大会*** (CCL 2025) 上荣获 **最佳演示奖**
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- `[2025.3.17]` PC-Agent 已被 **ICLR 2025 研讨会** 接收。
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- `[2024.9.26]` Mobile-Agent-v2 已被 **第三十八届神经信息处理系统年会 (NeurIPS 2024)** 接收。
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- `[2024.7.29]` Mobile-Agent 在***第二十三届全国计算语言学大会*** (CCL 2024) 上荣获 **最佳演示奖**

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