Jian Chen

Nanjing University of Aeronautics and Astronautics

Yudao Street

210016

Nanjing,, 210016

China

  • Nanjing University of Aeronautics and Astronautics

SCHOLARLY PAPERS

2

DOWNLOADS

112

TOTAL CITATIONS

3

Scholarly Papers (2)

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1.

Real-Time Scheduling for Two-Stage Assembly Flowshop with Dynamic Job Arrivals by Deep Reinforcement Learning

Number of pages: 28 Posted: 15 Feb 2024
Jian Chen, Hanlei Zhang, Wenjing Ma and Gangyan Xu
Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and Hong Kong Polytechnic University
Downloads 60 (786,394)
Citation 2

Abstract:

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Two-stage assembly flowshop scheduling problem, Deep reinforcement learning, Real-time scheduling, Dynamic job arrivals, Proximal policy optimisation

2.

Out-of-Order Execution-Enabled Deep Reinforcement Learning for Dynamic Additive Manufacturing Scheduling

Number of pages: 41 Posted: 08 May 2024
Sun Mingyue, Jiyuchen Ding, Zhiheng Zhao, Jian Chen, George Q. Huang and Lihui Wang
affiliation not provided to SSRN, affiliation not provided to SSRN, Hong Kong Polytechnic University, Nanjing University of Aeronautics and Astronautics, Hong Kong Polytechnic University and Royal Institute of Technology (KTH)
Downloads 52 (844,502)
Citation 1

Abstract:

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Out-of-order, Dynamic Scheduling, additive manufacturing, Dynamic Order Arrival, Dueling DQN