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Yu-Feng Li

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#artificial intelligence Preprint Sep 2026

CompoWorld: Compositional Environment Scaling for General Agents

This work introduces Compositional Environment Scaling (\textbf{CompoWorld}), which expands the task space by composing a finite library of reusable services, and guides reinforcement learning toward full task completion by emphasizing criteria with lower pass rates within each rollout group.

Xiao-Wen Yang, Wei-Yi Xu, Wen Da et al. · 0 citations

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