Author Page for Mingkun Jiang

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

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Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Number of pages: 15 Posted: 10 Dec 2025

Ge Song, Haoran Zhang, Hongbin Xie, Jingyuan Zhang, Mingkun Jiang, Defan Feng, Liyu Zhang, Weiyao Yang and Xuan Song

Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Southern University of Science and Technology, affiliation not provided to SSRN, Southern University of Science and Technology, Peking University, Peking University and Southern University of Science and Technology

Downloads 49 (1,095,444)

Abstract:

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Number of pages: 19 Posted: 18 Mar 2026

Ge Song, Haoran Zhang, Hongbin Xie, Panxi Chen, Mingkun Jiang, Defan Feng, Liyu Zhang, Weiyao Yang and Xuan Song

Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Tsinghua University - Tsinghua Shenzhen International Graduate School, affiliation not provided to SSRN, Southern University of Science and Technology, Peking University, Peking University and Southern University of Science and Technology

Downloads 15 (1,559,710)

Abstract:

2.

Collaborative Optimization of Multi-Energy Distributed Energy Management with Hydrogen Integration: A Temporal Multi-Agent Reinforcement Learning Approach

Number of pages: 18 Posted: 01 May 2025

Ge Song, Hongbin Xie, Haoran Zhang, Jingyuan Zhang, Hongdi Fu, Mingkun Jiang, Liyu Zhang, Zhuoran Shi, Defan Feng and Xuan Song

Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Peking University, affiliation not provided to SSRN, Peking University, Southern University of Science and Technology, Southern University of Science and Technology and Southern University of Science and Technology

Downloads 50 (1,063,489)

Abstract:

3.

Collaborative Optimization of Electric Vehicle Charging in Hydrogen-Integrated Multi-Energy System: A Temporal-Aware Multi-Agent Reinforcement Learning Approach

Number of pages: 20 Posted: 22 Aug 2025

Ge Song, Hongbin Xie, Haoran Zhang, Jingyuan Zhang, Hongdi Fu, Mingkun Jiang, Liyu Zhang, Zhuoran Shi, Defan Feng and Xuan Song

Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Peking University, affiliation not provided to SSRN, Peking University, Southern University of Science and Technology, Southern University of Science and Technology and Southern University of Science and Technology

Downloads 49 (1,086,013)

Abstract:

4.

Pv Potential Analysis Through Deep Learning and Remote Sensing-Based Urban Land Classification

Number of pages: 23 Posted: 06 Jul 2024

Hongjun Tan, Zhiling Guo, Yuntian Chen, Haoran Zhang, Chenchen Song, Mingkun Jiang and Jinyue Yan

affiliation not provided to SSRN, Hong Kong Polytechnic University, Eastern Institute of Technology - Institute for Advanced Study (EIAS), Peking University, Beijing Information Science and Technology University, affiliation not provided to SSRN and Hong Kong Polytechnic University

Downloads 37 (1,222,651)

Mingkun Jiang

affiliation not provided to SSRN

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Scholarly Papers (4)

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Abstract:

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Abstract:

Collaborative Optimization of Multi-Energy Distributed Energy Management with Hydrogen Integration: A Temporal Multi-Agent Reinforcement Learning Approach

Abstract:

Collaborative Optimization of Electric Vehicle Charging in Hydrogen-Integrated Multi-Energy System: A Temporal-Aware Multi-Agent Reinforcement Learning Approach

Abstract:

Pv Potential Analysis Through Deep Learning and Remote Sensing-Based Urban Land Classification

Abstract: