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Fan Zhang

Hong Kong University of Science & Technology (HKUST)

  • Hong Kong University of Science & Technology (HKUST)

SCHOLARLY PAPERS

2

DOWNLOADS

119

TOTAL CITATIONS

10

Scholarly Papers (2)

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1.

Boilernet: Deep Reinforcement Learning-Based Combustion Optimization Network for Pulverized Coal Boiler

Number of pages: 39 Posted: 13 Dec 2024
Zhi Wang, Yongbo Yin, Guojia Yao, Kuangyu Li, Yang Liu, Xuanqi Liu, zhenhao Tang, Fan Zhang, xianyong Peng, Jinxing Lin, Hang Zhu and Huaichun Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, Northeast Electric Power University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northeast Electric Power University, Hong Kong University of Science & Technology (HKUST), affiliation not provided to SSRN, Nanjing University of Posts and Telecommunications, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 90 (747,755)
Citation 10

Abstract:

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Energy Systems, Coal-fired boiler, Combustion optimization, Deep learning, Reinforcement learning, BoilerNet

2.

Pessimistic Auxiliary Policy for Offline Reinforcement Learning

Number of pages: 23 Posted: 12 Jun 2025
Fan Zhang, Xin Xu, Ruiyi Zhang, Xin Zhang and Siying Wang
Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST) and affiliation not provided to SSRN
Downloads 29 (1,372,601)

Abstract:

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Offline Reinforcement Learning, Pessimistic, Uncertainty