Agentic Knowledgeable Self-awareness. - Shuofei Qiao; Zhisong Qiu; Baochang Ren; Xiaobin Wang; Xiangyuan Ru; Ningyu Zhang 001; Xiang Chen 016; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ACL (1), 2025)

Multi-Dueling framework for multi-agent reinforcement learning. - Baochang Ren; Mingjie Cai; Bin Yu (Appl. Soft Comput., 2025)

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality. - Baochang Ren; Shuofei Qiao; Wenhao Yu 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)