الباحثون

Yueting Li

المنشورات 2

نسخة أولية وصول مفتوح

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Meijia Chen, Hao Li, Zheng Lu وآخرون · 2026

Self-evolving search agents build their own training curricula by jointly optimizing a proposer that generates questions and a solver that answers them. This closed loop introduces a failure mode we call co-cheating: the proposer and solver increasingly agree on shared errors, so internal reward improves without a matc …

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