Deep reinforcement learning based scheduling within production plan in semiconductor fabrication

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

(2020) Shu Luo   APPLIED SOFT COMPUTING

Intelligent scheduling of discrete automated production line via deep reinforcement learning

(2020) Daming Shi et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A deep reinforcement learning approach for chemical production scheduling

(2020) Christian D. Hubbs et al.   COMPUTERS & CHEMICAL ENGINEERING

Injection Mold Production Sustainable Scheduling Using Deep Reinforcement Learning

(2020) Seunghoon Lee et al.   Sustainability

Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison

(2019) Fei Tao et al.   Engineering

Reinforcement learning for adaptive order dispatching in the semiconductor industry

(2018) Nicole Stricker et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Data-driven smart manufacturing

(2018) Fei Tao et al.   JOURNAL OF MANUFACTURING SYSTEMS

Review of job shop scheduling research and its new perspectives under Industry 4.0

(2017) Jian Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Intelligent Manufacturing in the Context of Industry 4.0: A Review

(2017) Ray Y. Zhong et al.   Engineering

Synchronized production planning and scheduling in semiconductor fabrication

(2016) Sun Hoon Kim et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

A Petri Net and Extended Genetic Algorithm Combined Scheduling Method for Wafer Fabrication

(2012) Fei Qiao et al.   IEEE Transactions on Automation Science and Engineering

Decomposition-based classified ant colony optimization algorithm for scheduling semiconductor wafer fabrication system

(2011) Chengtao Guo et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Daily stepper scheduling rule in the semiconductor manufacturing for MTO products

(2010) Young Hoon Lee et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY