KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents

Siqi Chen, Zhengxi Lu, Yuchen Yan +10

Deep search agents solve knowledge-intensive tasks through long-horizon, multi-turn interactions, where assigning credit to individual search decisions is fundamentally difficult.…