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 · 277 citations

Artificial Intelligence, Engineering, Machine Learning +9

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 · 147 citations

Artificial Intelligence, Engineering, Machine Learning +19

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

Kun Lei, Peng Guo, Yi Wang et al. · Neurocomputing · 2022 · 89 citations

Network Routing Algorithm, Graph Neural Network, Engineering +9

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 · 11 citations