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Jia-Kai Xu

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Preprint Sep 2026

StateFork: Branchable Infrastructure for Agent Exploration

AI agents improve task success by exploring multiple trajectories, but for computer-use agents each trajectory modifies external environment state. Branching from an intermediate point is correct only when restoration is observation-equivalent - future actions produce the same observations - and practical only when cre...

Jia-Kai Xu, Tian-Le Zhou, Georgios Liargkovas et al. · 0 citations

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