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Fang-Zhou Cheng

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#artificial intelligence Review Oct 2026

TreeFlex: Agents Navigating Their Own Search Trees

A ReAct-style agent accumulates observations, intermediate results, and failed attempts in a single context. As this context grows, stale and off-path information consumes its limited capacity and obscures relevant evidence, making focused reasoning increasingly difficult. We introduce TreeFlex, a framework in which th...

Dong-Zhuo Li, Fang-Zhou Cheng, Wei-Wei Li et al. · 0 citations

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