MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research
- Published
- Source
- arXiv
- Paper number
- 239
- Field
- AI / General
- arXiv ID
- 2605.26114
Key points
- On a subset of 59 tasks run on real phones, the pass rate of the trained model jumped from 32.2% to 72.9%.
- Analysis showed that the model retained 95.1% of the gains when moving from simulation to the real environment.
- Democratizing training: Because it uses little RAM and runs on standard servers, it enables online RL for research groups that do not have large compute clusters.
Paper links
External research summaries. These are not HDATF publications or measured product results.