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Shuangxue Liu

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

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Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Number of pages: 11 Posted: 17 Feb 2026
Ge Song, Haoran Zhang, Hongbin Xie, XU Hengyi, Defan Feng, Liyu Zhang, Weiyao Yang, Shuangxue Liu and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, The Chinese University of Hong Kong, Southern University of Science and Technology, Peking University, Peking University, affiliation not provided to SSRN and Southern University of Science and Technology
Downloads 22 (1,486,852)

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Safe Reinforcement Learning, Decision Transformer, Energy System, Energy Management, Out-of-Distribution Detection

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Number of pages: 13 Posted: 18 Mar 2026
Ge Song, Haoran Zhang, Hongbin Xie, XU Hengyi, Panxi Chen, Liyu Zhang, Weiyao Yang, Shuangxue Liu and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, The Chinese University of Hong Kong, Tsinghua University - Tsinghua Shenzhen International Graduate School, Peking University, Peking University, affiliation not provided to SSRN and Southern University of Science and Technology
Downloads 16 (1,559,710)

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Safe Reinforcement Learning, Decision Transformer, Energy System, Energy Management, Out-of-Distribution Detection