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Reinforcement Learning Based Bidding Method with High-dimensional Bids in Electricity Markets
Original Paper | 更新时间:2025-07-30
    • Reinforcement Learning Based Bidding Method with High-dimensional Bids in Electricity Markets

    • Reinforcement Learning Based Bidding Method with High-dimensional Bids in Electricity Markets

    • “在电力市场竞价领域,提出了一种新的框架来提高竞价灵活性和利润。研究人员开发了一种将高维出价(HDB)完全集成到强化学习(RL)算法中的方法。通过使用嵌入马尔可夫决策过程(MDP)中的神经网络供应函数(NNSF),该方法提高了投标灵活性和利润,特别是在可再生能源存在不确定性的市场中。”
    • MPCE   2025年13卷第4期 页码:1373-1382
    • DOI:10.35833/MPCE.2024.000811    

      中图分类号:
    • 收稿:2024-07-30,

      修回:2024-10-07,

      录用:2024-12-02,

      网络首发:2025-01-28,

      纸质出版:2025-07-15

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  • Jinyu Liu, Hongye Guo, Yun Li, 等. Reinforcement Learning Based Bidding Method with High-dimensional Bids in Electricity Markets[J]. MPCE, 2025,13(4):1373-1382. DOI: 10.35833/MPCE.2024.000811.

    Liu Jinyu,Guo Hongye,Li Yun,et al.Reinforcement Learning Based Bidding Method with High-dimensional Bids in Electricity Markets[J].Journal of Modern Power Systems and Clean Energy,2025,13(04):1373-1382. DOI: 10.35833/MPCE.2024.000811.

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相关作者

Federico Belloni
Alessandro Bosisio
Francesca Soldan
Matteo Pisani
Enea Bionda
Andrea Morotti
Xingyu Liu
Yunting Yao

相关机构

Unareti S.p.A
Department of Electrical, Computer and Biomedical Engineering, University of Pavia
Research Center, Ricerca sul Sistema Energetico (RSE S.p.A.)
Energy Department, Politecnico di Milano
Edison S.p.A.
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