AUTHORS: Siyu Chen, Miao Lu, Beining Wu, Heejune Sheen, Fengzhuo Zhang, Shuangning Li, Zhiyuan Li, Jose Blanchet, Tianhao Wang, and Zhuoran Yang
LINKS: arXiv: Paper | GitHub: Code
INFUSER turns self-evolution into influence-guided curriculum learning. A co-evolving generator drafts questions and reference answers from unstructured documents, while a solver trains on them with correctness rewards.