SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software Environments
Computer-use agents (CUAs) are rapidly improving, yet synthesizing diverse and reliable software environments at scale remains challenging.
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Key points
- Browser-hosted environments provide limited interaction depth and workflow complexity.
- These limitations motivate SoftwareGym, an automated pipeline for synthesizing GUI software environments with diverse interfaces, executable functionality, and runtime-verified behavior.
- We construct SoftwareGym-Bench, a 120-task evaluation suite spanning the same twelve categories, and use trajectories collected from these environments for CUA training.
- These results demonstrate the potential of synthesized software environments as scalable and transferable supervision for CUA training.
Sources (2)
- [1]SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software EnvironmentsarXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 8, 06:31 PM
Computer-use agents (CUAs) are rapidly improving, yet synthesizing diverse and reliable software environments at scale remains challenging.
Browser-hosted environments provide limited interaction depth and workflow complexity.
- [2]SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software EnvironmentsHugging Face Daily Papers · Oct 8, 12:00 AM · same content
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