RUCAIBox's (Wayne Xin Zhao senior author) task-synthesis recipe for search agents: generates shortcut-resistant training tasks that can't be answered without genuine multi-hop retrieval, reaching SOTA among comparable open agents on BrowseComp and xbench-DeepSearch. New (June 2026) — adoption still forming.

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agenticreinforcement-learningreasoning

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