Automatic Synthesis of Recurrent Neurons for Imitation Learning From CNC Machine Operators

Automatic Synthesis of Recurrent Neurons for Imitation Learning From CNC Machine Operators

Analyzing time series data in industrial settings demands domain knowledge and computer science expertise to develop effective algorithms. AutoML approaches aim to automate this process, reducing human bias and improving accuracy and cost-effectiveness. This article applies an evolutionary algorithm...

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Bibliographic Details
Main Authors: Hoa Thi Nguyen, Roland Olsson, Oystein Haugen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
CNC machine
evolutionary algorithm
imitation learning
recurrent neural networks
smart manufacturing
time series analysis
Online Access:https://ieeexplore.ieee.org/document/10423805/
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https://ieeexplore.ieee.org/document/10423805/

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