{"repo":"Purewhiter/mobilegym","free":true,"listed":false,"github":"https://github.com/Purewhiter/mobilegym","clone":"git clone https://github.com/Purewhiter/mobilegym.git","description":"MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training","language":"Python","stars":762,"topics":["benchmark","mobile-agent","reinforcement-learning","vlm","agents","gym","llm","llm-agents","rl","android"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research English 中文 https://github.com/user-attachments/assets/73bad0c9-7f55-42a2-8e4e-30149b4dfb33 TL;DR — MobileGym is a browser-hosted mobile simulation environment with fully programmable state . It ships 28 simulated apps and 416 task templates with deterministic, sub-millisecond judges , runs 256 parallel instances on one server (≈400 MB RAM per instance, ≈3 s cold-start each), and has been Sim-to-Real validated : a GRPO run on Qwen3-VL-4B gains +42.8 pt in simulation and retains 95.1 % of that gain on a real device ( +40.7 pt ). 🎯 📰 News - 2026-06-27 🚀 v0.1.0 released — our first stable release, now shipping the online RL training code ( mobilegym-rl/ ). Recommended version for running experiments. - 2026-05 🎉 Code and benchmark released. - 2026-05 📄 Paper preprint on arXiv → arxiv.org/abs/2605.26114. - 2026-04 🧪 9-agent leaderboard published; Gemini 3.1 Pro tops at 58.8 % SR . - 2026-04 🚀 Sim-to-Real case study: +40.7 pt real-device gain on signal bucket tasks subset after 10 GRPO steps on one node . 📑 Table of Contents - News - Why MobileGym? - Highlights - Leaderboard - Sim-to-Real Transfer - How It Works - Quick Start - Install - Boot the simulator - Talk to an agent - Run the benchmark - Train with RL - Apps Catalog - Architecture at a Glance - Extending MobileGym - Citation 🧭 Why MobileGym? Current real-device and emulator environment for mobile GUI agents have hit three","default_branch":null,"files":null,"tree":[],"storefront":"/r/Purewhiter","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Purewhiter/mobilegym/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}