Deep Reinforcement Learning

An Interactive Operation Agent Scheduling Method for Job Shop Based on Deep Reinforcement Learning (in Chinese)

Journal: Chinese Journal of Mechanical Engineering
Information about this journal:

  • ENGINEERING, MECHANICAL: 57/137 (Q2)
Impact Factor: 2.964 JCI: 0.52
Ruiqi (Ricky) Chen, Wenxin Li, Chuanyang Wang, Hongbing Yang
An Interactive Operation Agent Scheduling Method for Job Shop Based on Deep Reinforcement Learning (in Chinese)
A Deep Reinforcement Learning Framework Based on an Attention Mechanism and Disjunctive Graph Embedding for the Job Shop Scheduling Problem

Journal: IEEE Transactions on Industrial Informatics
Information about this journal:

  • AUTOMATION & CONTROL SYSTEMS: 3/65 (Q1)
  • COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS: 4/113 (Q1)
  • ENGINEERING, INDUSTRIAL: 2/50 (Q1)
Impact Factor: 11.648 JCI: 2.50 Article Influence Score: 2.318 CiteScore: 21.3
Ruiqi (Ricky) Chen, Wenxin Li, Hongbing Yang
A Deep Reinforcement Learning Framework Based on an Attention Mechanism and Disjunctive Graph Embedding for the Job Shop Scheduling Problem