MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research

AI 导读

MobileGym 是面向移动端GUI代理研究的可验证高并行模拟平台，通过结构化JSON状态实现可验证结果与大规模并行训练，支持真实设备与模拟环境的性能衔接。

MobileGym offers verifiable, scalable mobile GUI agent research with structured JSON state tracking, enabling real-device performance alignment through parallel simulation and deterministic evaluation.

重点速览

• 基于浏览器的轻量级环境支持高并发实例运行 Browser-hosted lightweight environment supports hundreds of parallel instances
• 结构化JSON状态实现可验证结果与任务评估 Structured JSON state enables verifiable results and task evaluation
• 提供416个参数化任务模板覆盖28款应用 Provides 416 parameterized task templates across 28 apps
• 模拟训练效果在真实设备上保持95.1%转化率 Maintains 95.1% simulation-to-real performance transfer
• 支持声明式任务定义与分层状态模型 Supports declarative task definition and layered state models

一句话：MobileGym解决了移动端代理研究的验证难题与规模化训练瓶颈。 / MobileGym addresses verification challenges and scalability limitations in mobile agent research.

推荐理由 为移动端智能体研究提供可验证的规模化实验框架，具有实际部署价值。