A graph-integrated reinforcement learning framework with graph neural networks for tactical decision modeling in professional football.

Lin J, Chen F, Liu J

Open source

DOI
10.1038/s41598-026-50061-9
Published
2026 Jun 13
Container
Scientific reports
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-026-50061-9,
  title = {A graph-integrated reinforcement learning framework with graph neural networks for tactical decision modeling in professional football.},
  author = {Lin J and Chen F and Liu J},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-50061-9},
  url = {https://doi.org/10.1038/s41598-026-50061-9}
}

RIS

TY  - JOUR
TI  - A graph-integrated reinforcement learning framework with graph neural networks for tactical decision modeling in professional football.
AU  - Lin J
AU  - Chen F
AU  - Liu J
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-50061-9
UR  - https://doi.org/10.1038/s41598-026-50061-9
ER  - 

APA

J, L., F, C., & J, L. (2026). A graph-integrated reinforcement learning framework with graph neural networks for tactical decision modeling in professional football.. Scientific reports. https://doi.org/10.1038/s41598-026-50061-9

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