On Designing Effective RL Reward at Training Time for LLM Reasoning. - Jiaxuan Gao; Shusheng Xu; Wenjie Ye; Weilin Liu; Chuyi He; Wei Fu; Zhiyu Mei; Guangju Wang; Yi Wu 013 (CoRR, 2024)

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning. - Wei Fu; Jiaxuan Gao; Xujie Shen; Chen Zhu; Zhiyu Mei; Chuyi He; Shusheng Xu; Guo Wei; Jun Mei; Jiashu Wang; Tongkai Yang; Binhang Yuan; et al. (CoRR, 2025)

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL. - Jiaxuan Gao; Wei Fu; Minyang Xie; Shusheng Xu; Chuyi He; Zhiyu Mei; Banghua Zhu; Yi Wu 013 (CoRR, 2025)