Yi Wang

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

Multi-agent deep reinforcement learning for task offloading in group distributed manufacturing systems

Jianyu Xiong, Peng Guo, Yi Wang et al. · Engineering Applications of Artificial Intelligence · 2022 · 49 citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +8

Parallel machine scheduling with step-deteriorating jobs and setup times by a hybrid discrete cuckoo search algorithm

Peng Guo, Wenming Cheng, Yi Wang · Engineering Optimization · 2015 · 46 citations

Search Optimization, Mathematical Programming, Engineering +17

Telecommunication Link Restoration Planning with Multiple Facility Types

Anantaram Balakrishnan, Thomas L. Magnanti, Joel Sokol et al. · Annals of Operations Research · 2001 · 31 citations