Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization

Junzhe Wang, Zhiheng Xi, Yajie Yang +4

Search agents extend Large Language Models (LLMs) beyond static parametric knowledge by enabling access to up-to-date and long-tail information unavailable during pretraining. Whil…