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)

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)

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)