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Automatic pipeline layout optimization based on deep reinforcement learning

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Transactions of the Institute of Measurement and Control

Published online on

Abstract

Transactions of the Institute of Measurement and Control, Volume 48, Issue 9, Page 2012-2021, June 2026.
Automatic pipeline layout optimization in complex environment is a highly challenging task. However, the traditional pipeline layout optimization method is not enough to deal with the complex changes of the environment and the requirements of multi-...