Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning. - Tenglong Liu; Yang Li 116; Yixing Lan; Hao Gao 014; Wei Pan 004; Xin Xu 001 (ICML, 2024)

GCEN: Multiagent Deep Reinforcement Learning With Grouped Cognitive Feature Representation. - Hao Gao 014; Xin Xu 001; Chao Yan; Yixing Lan; Kangxing Yao (IEEE Trans. Cogn. Dev. Syst., 2024)

AMARL: An Attention-Based Multiagent Reinforcement Learning Approach to the Min-Max Multiple Traveling Salesmen Problem. - Hao Gao 014; Xing Zhou 004; Xin Xu 001; Yixing Lan; Yongqian Xiao (IEEE Trans. Neural Networks Learn. Syst., 2024)

SMART: Sequential Multiagent Reinforcement Learning With Role Assignment Using Transformer. - Yixing Lan; Hao Gao 014; Xin Xu 001; Qiang Fang; Yujun Zeng (IEEE Trans. Cogn. Dev. Syst., 2025)