Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion.

Zhang K, Yang X, Li H.

Open source

DOI
10.1038/s41598-026-37347-8
Published
2026-01-30
Container
Sci Rep
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-026-37347-8,
  title = {Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion.},
  author = {Zhang K and  Yang X and  Li H.},
  year = {2026},
  journal = {Sci Rep},
  doi = {10.1038/s41598-026-37347-8},
  url = {https://doi.org/10.1038/s41598-026-37347-8}
}

RIS

TY  - JOUR
TI  - Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion.
AU  - Zhang K
AU  -  Yang X
AU  -  Li H.
PY  - 2026
JO  - Sci Rep
DO  - 10.1038/s41598-026-37347-8
UR  - https://doi.org/10.1038/s41598-026-37347-8
ER  -

APA

K, Z., X, Y., & H., L. (2026). Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion.. Sci Rep. https://doi.org/10.1038/s41598-026-37347-8

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