Intelligent job shop scheduling via deep reinforcement learning over graphs

by Zhang, Cong
Published 2023

Deep reinforcement learning guided improvement heuristic for job shop scheduling

by ZHANG, Cong, CAO, Zhiguang, SONG, Wen, WU, Yaoxin, ZHANG, Jie
Published 2024

Learning topological representations with bidirectional graph attention network for solving job shop scheduling problem

by ZHANG, Cong, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, SUN, Jing
Published 2024

Learning to dispatch for job shop scheduling via deep reinforcement learning

by ZHANG, Cong, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, TAN, Puay Siew, CHI, Xu
Published 2020

A review on learning to solve combinatorial optimisation problems in manufacturing

by ZHANG, Cong, WU, Yaoxin, MA, Yining, SONG, Wen, LE, Zhang, CAO, Zhiguang, ZHANG, Jie
Published 2023

A review on learning to solve combinatorial optimisation problems in manufacturing

by Zhang, Cong, Wu, Yaoxin, Ma, Yining, Song, Wen, Le, Zhang, Cao, Zhiguang, Zhang, Jie
Published 2024

Learning to solve multiple-TSP with time window and rejections via deep reinforcement learning

by ZHANG, Rongkai, ZHANG, Cong, CAO, Zhiguang, SONG, Wen, TAN, Puay Siew, ZHANG, Jie, WEN, Bihan, DAUWELS, Justin
Published 2022