Pre-registered audit protocols: reinforcement learning vs classical control in data-centre cooling, and physics-consistency of learned thermal surrogates

Tadese, Yared Brhane, Barnwal, Raman, Dhakal, Bibek, Chamana, Manohar, Adeyanju, Olatunji, Bayne, Stephen, Bilbao, Argenis

Open source

DOI
10.5281/zenodo.23075005
Published
2026
Container
Not recorded
Publisher
Zenodo
Open access
yes

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BibTeX

@article{allodium:10.5281/zenodo.23075005,
  title = {Pre-registered audit protocols: reinforcement learning vs classical control in data-centre cooling, and physics-consistency of learned thermal surrogates},
  author = {Tadese, Yared Brhane and Barnwal, Raman and Dhakal, Bibek and Chamana, Manohar and Adeyanju, Olatunji and Bayne, Stephen and Bilbao, Argenis},
  year = {2026},
  doi = {10.5281/zenodo.23075005},
  url = {https://doi.org/10.5281/zenodo.23075005}
}

RIS

TY  - JOUR
TI  - Pre-registered audit protocols: reinforcement learning vs classical control in data-centre cooling, and physics-consistency of learned thermal surrogates
AU  - Tadese, Yared Brhane
AU  - Barnwal, Raman
AU  - Dhakal, Bibek
AU  - Chamana, Manohar
AU  - Adeyanju, Olatunji
AU  - Bayne, Stephen
AU  - Bilbao, Argenis
PY  - 2026
DO  - 10.5281/zenodo.23075005
UR  - https://doi.org/10.5281/zenodo.23075005
ER  - 

APA

Brhane, T. Y., Raman, B., Bibek, D., Manohar, C., Olatunji, A., Stephen, B., & Argenis, B. (2026). Pre-registered audit protocols: reinforcement learning vs classical control in data-centre cooling, and physics-consistency of learned thermal surrogates. https://doi.org/10.5281/zenodo.23075005

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