WebExpert: domain-aware web agents with critic-guided expert experience for high-precision search

Yuelin Hu, Zhengxue Cheng, Ronghua Wu +5

Specialized web tasks in finance, biomedicine, and pharmaceuticals remain challenging due to missing domain priors: queries drift, evidence is noisy, and reasoning is brittle. We p…