Deep reinforcement learning based scheduling within production plan in semiconductor fabrication

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 28.8K citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +3

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

Learning from delayed rewards

Chris Watkins · OpenGrey (Institut de l'Information Scientifique et Technique) · 1989 · 5.5K citations

Artificial Intelligence, Engineering, Machine Learning +5

Deep learning for smart manufacturing: Methods and applications

Jinjiang Wang, Yulin Ma, Laibin Zhang et al. · Journal of Manufacturing Systems · 2018 · 1.6K citations

Engineering, Machine Learning, Smart Manufacturing +5

Data-driven smart manufacturing

Fei Tao, Qinglin Qi, Ang Liu et al. · Journal of Manufacturing Systems · 2018 · 1.6K citations

Industrial Design, Engineering, Data Science +10