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Probing an LSTM-PPO-Based reinforcement learning algorithm to solve dynamic job shop scheduling problem

Wei Chen, Zequn Zhang, Dunbing Tang, Changchun Liu, Yong Gui, Qingwei Nie, Zhen Zhao

2024Computers & Industrial Engineering39 citationsDOI

Topics & Concepts

Reinforcement learningComputer scienceJob shop schedulingJob shopScheduling (production processes)Artificial intelligenceFlow shop schedulingMathematical optimizationAlgorithmMathematicsScheduleOperating systemScheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationElevator Systems and Control
Probing an LSTM-PPO-Based reinforcement learning algorithm to solve dynamic job shop scheduling problem | Litcius