Yong Gui

Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems

Yi Zhang, Haihua Zhu, Dunbing Tang et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 210 citations

Artificial Intelligence, Engineering, Deep Reinforcement +12

Dynamic scheduling for flexible job shop using a deep reinforcement learning approach

Yong Gui, Dunbing Tang, Haihua Zhu et al. · Computers & Industrial Engineering · 2023 · 153 citations

Artificial Intelligence, Job Scheduler, Engineering +10

Collaborative dynamic scheduling in a self-organizing manufacturing system using multi-agent reinforcement learning

Yong Gui, Zequn Zhang, Dunbing Tang et al. · Advanced Engineering Informatics · 2024 · 38 citations

Self-organizing Manufacturing System, Multi-agent Reinforcement Learning, Engineering +13

Reinforcement learning for online optimization of job-shop scheduling in a smart manufacturing factory

Tong Zhou, Haihua Zhu, Dunbing Tang et al. · Advances in Mechanical Engineering · 2022 · 31 citations · Full text

Artificial Intelligence, Engineering, Smart Manufacturing +20

Probing an LSTM-PPO-Based reinforcement learning algorithm to solve dynamic job shop scheduling problem

Wei Chen, Zequn Zhang, Dunbing Tang et al. · Computers & Industrial Engineering · 2024 · 25 citations