OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents

OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents

26 January 2026

Yuhang Zhou

Kai Zheng

Qiguang Chen

Mengkang Hu

Qingfeng Sun

Can Xu

Jingjing Chen

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