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arxiv_agent_systems_research ยท Oct 19, 2026 ยท paper

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Agent World Model in the Wild: Computer-Use Agent Environment Synthesis

arxiv.orgOct 19, 2026
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Agent learning is shifting from learning from human data toward learning through interaction with the world. However, scaling such learning directly in real-world computer systems is challenging and can introduce subs...

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