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...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Junyong Bae, Jae Min Kim, Seung Jun Lee
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Elsevier 2023-09-01
Cyfres:	Nuclear Engineering and Technology
Pynciau:	Nuclear power plant Automation Deep reinforcement learning Soft actor-critic Hindsight experience replay
Mynediad Ar-lein:	http://www.sciencedirect.com/science/article/pii/S1738573323002723
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!