ZJU-REAL/ClawGUI

Registry

Summary

ClawGUI is a unified framework for building, evaluating, and deploying GUI agents. It integrates online reinforcement learning training, standardized benchmarks, and real-device deployment in a single system, supporting mobile agent tasks and RL training.

Key features

• Online RL training for GUI agents
• Standardized benchmark evaluation
• Real-device deployment support
• Mobile agent compatibility
• Unified framework for build, evaluate, and deploy

Use cases

• Training GUI agents with online reinforcement learning
• Evaluating agent performance on standardized benchmarks
• Deploying agents on real mobile devices
• Research in agent RL and GUI automation

README excerpt

<div align="center"> <img src="assets/ClawGUI-Logo.png" height="140" alt="ClawGUI Logo"> <h1>ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents</h1> [](https://www.python.org/downloads/release/python-3120/) [](https://opensource.org/licenses/Apache-2.0) [](https://github.com/ZJU-REAL/ClawGUI/stargazers) [](https://arxiv.org/abs/2604.11784) [](https://huggingface.co/papers/2604.11784) [](https://huggingface.co/SugarVapeur/OpenGUI-2B) [](https://www.modelscope.cn/models/SugarFree/OpenGUI-2B) [](https://zju-real.github.io/ClawGUI-Page/) [English](README.md) | [中文](README_zh.md) </div> <div align="center"> <b>A full-stack framework for GUI agents, covering online RL training, standardized evaluation, and deployment.</b> <table> <tr> <td align="center"> <video src="https://github.com/user-attachments/assets/38471771-c614-4520-a4a1-0b985546e023" controls width="420"></video> <br><b>ClawGUI-Agent controls a real phone<br>via natural language</b> </td> <td align="center"> <video src="https://github.com/user-attachments/assets/a72f9229-15e4-439e-aeb1-82a05b843fbe" controls width="420"></video> <br><b>ClawGUI-RL trains a GUI agent with online<br>reinforcem

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