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A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration
Dr. Yuki Bergström; Dr. Carlos Nair; Dr. Fatima Silva — SciMatic Journal of Energy Physics and Renewable Systems (2026)
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APA APA 7th
Bergström, D. Y., Nair, D. C., & Silva, D. F. (2026). A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration. SciMatic Journal of Energy Physics and Renewable Systems, 1(1), 2-8.
MLA MLA 9th
Bergström, Dr. Yuki, et al.. "A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration." SciMatic Journal of Energy Physics and Renewable Systems, vol. 1, no. 1, 2026, pp. 2-8.
CHI Chicago
Bergström, Dr. Yuki, Dr. Carlos Nair, and Dr. Fatima Silva. "A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration." SciMatic Journal of Energy Physics and Renewable Systems 1, no. 1 (2026): 2-8.
HAR Harvard
Bergström, D. Y., Nair, D. C. & Silva, D. F. (2026) 'A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration', SciMatic Journal of Energy Physics and Renewable Systems, 1(1), pp. 2-8.
IEEE IEEE
D. Y. Bergström, D. C. Nair, and D. F. Silva, "A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration," SciMatic Journal of Energy Physics and Renewable Systems, vol. 1, no. 1, pp. 2-8, 2026.
VAN Vancouver
Bergström DY, Nair DC, Silva DF. A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration. SciMatic Journal of Energy Physics and Renewable Systems. 2026;1(1):2-8.
BIB BibTeX
@article{dr2026,
  title     = {A Multi-Agent Deep Reinforcement Learning Framework for Decentralized Peer-to-Peer Energy Trading in Microgrids with High Photovoltaic Penetration},
  author    = {Dr. Yuki Bergström and Dr. Carlos Nair and Dr. Fatima Silva},
  journal   = {SciMatic Journal of Energy Physics and Renewable Systems},
  volume    = {1},
  number    = {1},
  pages     = {2-8},
  year      = {2026},
}