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ORCIDYuanqi Gao
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2020 – today
- 2023
[j11]Jingtao Qin
, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu:
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems. IEEE Access 11: 100125-100136 (2023)- 2022
- [j10]Peng Wang, Yuanqi Gao, Nanpeng Yu, Wei Ren, Jianming Lian, Di Wu:
Distributed and communication-efficient solutions to linear equations with special sparse structure. Syst. Control. Lett. 160: 105065 (2022) - [j9]Zuzhao Ye, Yuanqi Gao, Nanpeng Yu:
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-Grid Integration. IEEE Trans. Smart Grid 13(4): 3038-3048 (2022) - [j8]Daner Hu, Zhenhui Ye, Yuanqi Gao, Zuzhao Ye, Yonggang Peng, Nanpeng Yu:
Multi-Agent Deep Reinforcement Learning for Voltage Control With Coordinated Active and Reactive Power Optimization. IEEE Trans. Smart Grid 13(6): 4873-4886 (2022) - [c10]Yuanqi Gao, Nanpeng Yu:
A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment. ISGT Asia 2022: 61-65 - [i6]Yuanqi Gao, Nanpeng Yu:
A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment. CoRR abs/2204.09500 (2022) - [i5]Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu:
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems. CoRR abs/2206.04249 (2022) - 2021
- [j7]Yuanqi Gao, Wei Wang, Nanpeng Yu:
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks. IEEE Trans. Smart Grid 12(4): 3594-3604 (2021) - [c9]Farzana Kabir, Yuanqi Gao, Nanpeng Yu:
Reinforcement Learning-based Smart Inverter Control with Polar Action Space in Power Distribution Systems. CCTA 2021: 315-322 - [c8]Yuanqi Gao, Nanpeng Yu:
Deep Reinforcement Learning in Power Distribution Systems: Overview, Challenges, and Opportunities. ISGT 2021: 1-5 - [c7]Jingtao Qin, Nanpeng Yu, Yuanqi Gao:
Solving Unit Commitment Problems with Multi-step Deep Reinforcement Learning. SmartGridComm 2021: 140-145 - [i4]Zuzhao Ye, Yuanqi Gao, Nanpeng Yu:
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration. CoRR abs/2111.01294 (2021) - 2020
- [j6]Jie Shi, Wei Wang, Yuanqi Gao, Nanpeng Yu:
Optimal Placement and Intelligent Smoke Detection Algorithm for Wildfire-Monitoring Cameras. IEEE Access 8: 72326-72339 (2020) - [j5]Jie Shi, Yuanqi Gao, Wei Wang, Nanpeng Yu, Petros A. Ioannou:
Operating Electric Vehicle Fleet for Ride-Hailing Services With Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 21(11): 4822-4834 (2020) - [j4]Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao:
Information Losses in Neural Classifiers From Sampling. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4073-4083 (2020) - [j3]Wei Wang, Nanpeng Yu, Yuanqi Gao, Jie Shi:
Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems. IEEE Trans. Smart Grid 11(4): 3008-3018 (2020) - [j2]Yuanqi Gao, Wei Wang, Jie Shi, Nanpeng Yu:
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration. IEEE Trans. Smart Grid 11(6): 5357-5369 (2020) - [c6]Jie Shi, Wei Wang, Yuanqi Gao, Nanpeng Yu:
Detection and Segmentation of Power Line Fires in Videos. ISGT 2020: 1-5 - [c5]Jinwei Zhang, Sheriff Sadiqbatcha, Yuanqi Gao, Michael O'Dea, Nanpeng Yu, Sheldon X.-D. Tan:
HAT-DRL: Hotspot-Aware Task Mapping for Lifetime Improvement of Multicore System using Deep Reinforcement Learning. MLCAD 2020: 77-82 - [i3]Yuanqi Gao, Wei Wang, Jie Shi, Nanpeng Yu:
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration. CoRR abs/2006.12749 (2020) - [i2]Yuanqi Gao, Wei Wang, Nanpeng Yu:
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks. CoRR abs/2007.02991 (2020)
2010 – 2019
- 2019
- [j1]Yuanqi Gao, Brandon Foggo, Nanpeng Yu:
A Physically Inspired Data-Driven Model for Electricity Theft Detection With Smart Meter Data. IEEE Trans. Ind. Informatics 15(9): 5076-5088 (2019) - [c4]Yuanqi Gao, Jie Shi, Wei Wang, Nanpeng Yu:
Dynamic Distribution Network Reconfiguration Using Reinforcement Learning. SmartGridComm 2019: 1-7 - [c3]Wei Wang, Nanpeng Yu, Jie Shi, Yuanqi Gao:
Volt-VAR Control in Power Distribution Systems with Deep Reinforcement Learning. SmartGridComm 2019: 1-7 - [i1]Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao:
Asymptotic Finite Sample Information Losses in Neural Classifiers. CoRR abs/1902.05991 (2019) - 2018
- [c2]Peng Wang, Yuanqi Gao, Nanpeng Yu, Wei Ren, Jianming Lian, Di Wu:
Communication-efficient Distributed Solutions to a System of Linear Equations with Laplacian Sparse Structure. CDC 2018: 3367-3372 - 2017
- [c1]Yuanqi Gao, Nanpeng Yu:
State estimation for unbalanced electric power distribution systems using AMI data. ISGT 2017: 1-5
Coauthor Index
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