Research on intelligent workshop resource scheduling method based on improved NSGA-II algorithm. - Minghai Yuan; Yadong Li; Lizhi Zhang; Fengque Pei (Robotics Comput. Integr. Manuf., 2021)

A multi-agent double Deep-Q-network based on state machine and event stream for flexible job shop scheduling problem. - Minghai Yuan; Hanyu Huang; Zichen Li; Chenxi Zhang; Fengque Pei; Wenbin Gu (Adv. Eng. Informatics, 2023)

Research on real-time prediction of completion time based on AE-CNN-LSTM. - Minghai Yuan; Zichen Li; Chenxi Zhang; Liang Zheng; Kefu Mao; Fengque Pei (Comput. Ind. Eng., 2023)

Dynamic scheduling mechanism for intelligent workshop with deep reinforcement learning method based on multi-agent system architecture. - Wenbin Gu; Siqi Liu; Zhenyang Guo; Minghai Yuan; Fengque Pei (Comput. Ind. Eng., 2024)

Research on optimal path sampling algorithm of manipulator based on potential function. - Rui Shu; Minghai Yuan; Zhenyu Liang; Yingjie Sun; Fengque Pei (Int. J. Intell. Robotics Appl., 2024)

Digital twin-based smart shop-floor management and control: A review. - Cunbo Zhuang; Lei Zhang; Shimin Liu; Jiewu Leng; Jianhua Liu; Fengque Pei (Adv. Eng. Informatics, 2025)

Deep reinforcement learning based proximal policy optimization algorithm for dynamic job shop scheduling. - Minghai Yuan; Qi Yu; Lizhi Zhang; Songwei Lu; Zichen Li; Fengque Pei (Comput. Oper. Res., 2025)

Dynamic integrated process planning and scheduling under multi-resource constraints in workshops with reconfigurable manufacturing cells: a novel hyper-heuristic approach. - Haoxin Guo; Kunping Li; Jianhua Liu 005; Cunbo Zhuang; Fengque Pei (Expert Syst. Appl., 2025)

Distributed heterogeneous flexible job-shop scheduling problem considering automated guided vehicle transportation via improved deep Q network. - Minghai Yuan; Songwei Lu; Liang Zheng; Qi Yu; Fengque Pei; Wenbin Gu (Swarm Evol. Comput., 2025)

Multi-objective energy-efficient scheduling of distributed heterogeneous hybrid flow shops via multi-agent double deep Q-Network. - Minghai Yuan; Yang Ye; Hanyu Huang; Zhen Zhang; Fengque Pei; Wenbin Gu (Swarm Evol. Comput., 2025)

Research on flexible job shop scheduling problem with AGV using double DQN. - Minghai Yuan; Liang Zheng; Hanyu Huang; Kaiwen Zhou; Fengque Pei; Wenbin Gu (J. Intell. Manuf., 2025)

Research on AGV path planning in flexible job-shop scheduling problem based on multi-agent deep Q network. - Minghai Yuan; Songwei Lu; Liang Zheng; Qi Yu; Fengque Pei; Wenbin Gu (Intell. Serv. Robotics, 2025)