Rethinking the Design of Reinforcement Learning-Based Deep Research Agents

Yi Wan, Jiuqi Wang, Liam Li +3

Large language models (LLMs) augmented with external tools are increasingly deployed as deep research agents that gather, reason over, and synthesize web information to answer comp…