Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search

Chuzhan Hao, Wenfeng Feng, Guochao Jiang +3

Reinforcement learning (RL) has become an effective approach for advancing the reasoning capabilities of large language models (LLMs) through the strategic integration of external…