Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents - Wang, Guoqing; Dai, Sunhao; Ye, Guangze; Gan, Zeyu; Yao, Wei; Deng, Yong; Wu, Xiaofeng; ying, zhenzhe (International Conference on Learning Representations, 2026)