GRADS: Graph-Regulated Agentic Data Synthesis with Controllable Difficulty

Gaocheng Yang, Ruijie Tao, Kai Ye +3

Deep research agents are increasingly deployed to retrieve precise information from large corpora, yet multi-hop, long-horizon tasks remain challenging. Synthetic data generation h…