Deep reinforcement learning for a multi-objective operation in a nuclear power plant

Nuclear power plant (NPP) operations with multiple objectives and devices are still performed manually by operators despite the potential for human error. These operations could be automated to reduce the burden on operators; however, classical approaches may not be suitable for these multi-objectiv...

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Bibliographic Details

Published in:	Nuclear Engineering and Technology
Main Authors:	Junyong Bae, Jae Min Kim, Seung Jun Lee
Format:	Article
Language:	English
Published:	Elsevier 2023-09-01
Subjects:	Nuclear power plant Automation Deep reinforcement learning Soft actor-critic Hindsight experience replay
Online Access:	http://www.sciencedirect.com/science/article/pii/S1738573323002723