Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration. - Zijian Wang; Bin Wang; Haifeng Jing; Huayu Li; Hongbo Dou (AAAI, 2025)

Windows deep transformer Q-networks: an extended variance reduction architecture for partially observable reinforcement learning. - Zijian Wang; Bin Wang; Hongbo Dou; Zhongyuan Liu (Appl. Intell., 2025)

Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes. - Zijian Wang; Bin Wang; Mingwen Shao; Hongbo Dou; Boxiang Tao (CoRR, 2025)