Reinforcement learning-based dispatch for decentralized energy systems: Direct comparison of actor-critic method and neuroevolutionary approach

Lukas Koenemann, Aditya Mohan, Astrid Bensmann, Johannes Gerster, Marius Lindauer, Richard Hanke-Rauschenbach

Open source

DOI
10.1016/j.ecmx.2026.102132
Published
2026-09
Container
Energy Conversion and Management: X
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.ecmx.2026.102132,
  title = {Reinforcement learning-based dispatch for decentralized energy systems: Direct comparison of actor-critic method and neuroevolutionary approach},
  author = {Lukas Koenemann and Aditya Mohan and Astrid Bensmann and Johannes Gerster and Marius Lindauer and Richard Hanke-Rauschenbach},
  year = {2026},
  journal = {Energy Conversion and Management: X},
  doi = {10.1016/j.ecmx.2026.102132},
  url = {https://doi.org/10.1016/j.ecmx.2026.102132}
}

RIS

TY  - JOUR
TI  - Reinforcement learning-based dispatch for decentralized energy systems: Direct comparison of actor-critic method and neuroevolutionary approach
AU  - Lukas Koenemann
AU  - Aditya Mohan
AU  - Astrid Bensmann
AU  - Johannes Gerster
AU  - Marius Lindauer
AU  - Richard Hanke-Rauschenbach
PY  - 2026
JO  - Energy Conversion and Management: X
DO  - 10.1016/j.ecmx.2026.102132
UR  - https://doi.org/10.1016/j.ecmx.2026.102132
ER  - 

APA

Koenemann, L., Mohan, A., Bensmann, A., Gerster, J., Lindauer, M., & Hanke-Rauschenbach, R. (2026). Reinforcement learning-based dispatch for decentralized energy systems: Direct comparison of actor-critic method and neuroevolutionary approach. Energy Conversion and Management: X. https://doi.org/10.1016/j.ecmx.2026.102132

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