Kun Lei

A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem

Kun Lei, Peng Guo, Wenchao Zhao et al. · Expert Systems with Applications · 2022 · 314 citations

Management, Industrial Engineering, Machine Learning +12

Large-Scale Dynamic Scheduling for Flexible Job-Shop With Random Arrivals of New Jobs by Hierarchical Reinforcement Learning

Kun Lei, Peng Guo, Yi Wang et al. · IEEE Transactions on Industrial Informatics · 2023 · 162 citations

Management, Industrial Engineering, Manufacturing Engineering +17

Solve routing problems with a residual edge-graph attention neural network

Kun Lei, Peng Guo, Yi Wang et al. · Neurocomputing · 2022 · 97 citations

Computing, Computer Science, Algorithms +11

An End-to-end Hierarchical Reinforcement Learning Framework for Large-scale Dynamic Flexible Job-shop Scheduling Problem

Kun Lei, Peng Guo, Yi Wang et al. · 2022 International Joint Conference on Neural Networks (IJCNN) · 2022 · 12 citations

Management, Industrial Engineering, Manufacturing Engineering +16