Signal Control of Urban Traffic Network Based on Multi-Agent Architecture and Fireworks Algorithm. - Zhimin Qiao; Liangjun Ke; Xiaoqiang Wang 003; Xin Lu (CEC, 2019)

Large-scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning. - Xiaoqiang Wang 003; Liangjun Ke; Zhimin Qiao; Xinghua Chai (CoRR, 2019)

Ordering-Based Causal Discovery with Reinforcement Learning. - Xiaoqiang Wang 003; Yali Du 001; Shengyu Zhu 001; Liangjun Ke; Zhitang Chen; Jianye Hao; Jun Wang 012 (IJCAI, 2021)

Adaptive collaborative optimization of traffic network signal timing based on immune-fireworks algorithm and hierarchical strategy. - Zhimin Qiao; Liangjun Ke; Gewei Zhang; Xiaoqiang Wang 003 (Appl. Intell., 2021)

Large-Scale Traffic Signal Control Using a Novel Multiagent Reinforcement Learning. - Xiaoqiang Wang 003; Liangjun Ke; Zhimin Qiao; Xinghua Chai (IEEE Trans. Cybern., 2021)

Attentional Factorized Q-Learning for Many-Agent Learning. - Xiaoqiang Wang 003; Liangjun Ke; Qiang Fu 020 (IEEE Access, 2022)

Traffic signal control using a cooperative EWMA-based multi-agent reinforcement learning. - Zhimin Qiao; Liangjun Ke; Xiaoqiang Wang 003 (Appl. Intell., 2023)

Intelligent Decision-Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning. - Minrui Zhao; Gang Wang 030; Qiang Fu 020; Wen Quan; Quan Wen; Xiaoqiang Wang 003; Tengda Li; Yu Chen; Shan Xue 006; Jiaozhi Han (Int. J. Intell. Syst., 2024)

Adaptive mean field multi-agent reinforcement learning. - Xiaoqiang Wang 003; Liangjun Ke; Gewei Zhang; Dapeng Zhu (Inf. Sci., 2024)