← Monday, October 12, 2026AgentsPaper

SoftwareGym generates GUI environments that improve agent training

huggingface.co by Tian Jin et al. Editor score 8/10

SoftwareGym synthesizes 182 applications with a 91.5% mean GUI task pass rate; training on its trajectories raises OSWorld Pass@3 from 41.39% to 56.97%. The pipeline provides a scalable route to training environments and reports transfer to an out-of-domain benchmark.

What: SoftwareGym is an automated pipeline that synthesizes runnable GUI software environments for computer-use agent training.
Method: It generates diverse designs, realizes them as applications, then uses GUI evaluation and iterative repair to verify functionality.
Why it matters: Synthesized environments provide scalable, transferable training supervision for computer-use agents.

SoftwareGym turns diverse designs into runnable applications and checks them through GUI evaluation. Sketched from the article's own text.

Read on huggingface.co → Code · 3 stars

Discussion

Discussion is not switched on yet. Use Note above to keep your own thoughts on this story.

Headline, summary, brief and diagram are written by a model from the source's own text; the link, byline and numbers come from the source. Read the original before relying on a claim.