Autonomous Process Model Identification using Recurrent Neural Networks and Hyperparameter Optimization

Author:

Mercangöz Mehmet,Cortinovis Andrea,Schönborn Sandro

Publisher

Elsevier BV

Subject

Control and Systems Engineering

Reference23 articles.

1. Mercangöz, M., Cortinovis, A. and Dominguez, L. (2019). Machines learning machines: AI Learns to Mimic Process Dynamics. in ABB Review Q4 / 2019.

2. Spielberg, S. P. K., R. B. Gopaluni, and P. D. Loewen. “Deep reinforcement learning approaches for process control.” 2017 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP). IEEE, 2017.

3. Zhu, X. “Machine teaching: An inverse problem to machine learning and an approach toward optimal education.” Twenty-Ninth AAAI Conference on Artificial Intelligence. 2015.

4. “Deepmind AI reduces Google data centre cooling bill by 40%.”;Evans;DeepMind blog,2016

5. “Imitation and reinforcement learning.”;Kober;IEEE Robotics & Automation Magazine,2010

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