Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning

Deep Reinforcement Learning with Double Q-Learning

Hado van Hasselt, Arthur Guez, David Silver · 2016 · 6K citations · Full text

Computing, Computer Science, Algorithms +11

The distributed permutation flowshop scheduling problem

Bahman Naderi, Rubén Ruíz · Computers & Operations Research · 2009 · 566 citations

Computing, Computer Engineering, Computer Science +12

Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning

Shu Luo · Applied Soft Computing · 2020 · 555 citations

Management, Operations Management, Markov Decision Processes +14

Iterated Greedy methods for the distributed permutation flowshop scheduling problem

Rubén Ruíz, Quan-Ke Pan, Bahman Naderi · Omega · 2018 · 413 citations · Full text

Natural Sciences, Computer Science, Operations Management +14

Smart Manufacturing Scheduling With Edge Computing Using Multiclass Deep Q Network

Chun‐Cheng Lin, Der‐Jiunn Deng, Yen-Ling Chih et al. · IEEE Transactions on Industrial Informatics · 2019 · 333 citations

Computing, Computer Science, Industrial Engineering +15