SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software Environments

SoftwareGym automates the synthesis of diverse GUI software environments to scale computer-use agent training. The pipeline generates structurally unique, runnable applications and uses iterative GUI evaluation to ensure functional reliability. This approach mitigates application-specific overfitting by producing 182 synthesized apps with varied interfaces and executable workflows.