Cross-Agent Learning Signals Enable Coordinated Role-Decomposed LLM Training

Jaewan Park, Solbee Cho, Jay-Yoon Lee

Agentic search systems must coordinate evidence acquisition and response generation, yet existing approaches either couple both roles under a single agent objective or decompose th…