Alibaba Tongyi MAI releases MAI Gym, a 9B open GUI agent hitting SOTA under 10B

AdinaYakup · x · 2026-10-28

Alibaba's Tongyi MAI team released MAI Gym, a 9B Apache 2.0 model that operates both phones and computers. Sim-to-real RL lifted task success from 28.8% to 48.1%, with up to 20K parallel training environments. It's reported as SOTA among open GUI agents under 10B. The accompanying diagram shows the full online RL pipeline: rollout scheduling, trajectory buffering, a training backend, an environment manager supporting MobileWorld, OSWorld, WebArena and more, with deployment via Kubernetes, Docker, or existing endpoints.

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