Beneficial Reasoning Behaviors in Agentic Search and Effective Post-training to Obtain Them

Jiahe Jin, Abhijay Paladugu, Chenyan Xiong

Agentic search requires large language models (LLMs) to perform multi-step search to solve complex information-seeking tasks, imposing unique challenges on their reasoning capabili…