Yuanqi Gao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 27

Top Topics

Distribution Systems

Smoke Detection

Reinforcement Learning

Top Venues

IEEE Trans. Smart Grid

Publications

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 (2023)
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 (2022)
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) (2022)
Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems. CoRR (2022)
Zuzhao Ye, Yuanqi Gao, Nanpeng Yu
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-Grid Integration. IEEE Trans. Smart Grid 13 (4) (2022)
Yuanqi Gao, Nanpeng Yu
A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment. CoRR (2022)
Yuanqi Gao, Nanpeng Yu
A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment. ISGT Asia (2022)
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) (2021)
Zuzhao Ye, Yuanqi Gao, Nanpeng Yu
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration. CoRR (2021)
Farzana Kabir, Yuanqi Gao, Nanpeng Yu
Reinforcement Learning-based Smart Inverter Control with Polar Action Space in Power Distribution Systems. CCTA (2021)
Yuanqi Gao, Nanpeng Yu
Deep Reinforcement Learning in Power Distribution Systems: Overview, Challenges, and Opportunities. ISGT (2021)
Jingtao Qin, Nanpeng Yu, Yuanqi Gao
Solving Unit Commitment Problems with Multi-step Deep Reinforcement Learning. SmartGridComm (2021)
Yuanqi Gao, Wei Wang, Nanpeng Yu
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks. CoRR (2020)
Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao
Information Losses in Neural Classifiers From Sampling. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Jie Shi, Wei Wang, Yuanqi Gao, Nanpeng Yu
Detection and Segmentation of Power Line Fires in Videos. ISGT (2020)
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) (2020)
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) (2020)
Jie Shi, Wei Wang, Yuanqi Gao, Nanpeng Yu
Optimal Placement and Intelligent Smoke Detection Algorithm for Wildfire-Monitoring Cameras. IEEE Access 8 (2020)
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)
Yuanqi Gao, Wei Wang, Jie Shi, Nanpeng Yu
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration. IEEE Trans. Smart Grid 11 (6) (2020)
Yuanqi Gao, Wei Wang, Jie Shi, Nanpeng Yu
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration. CoRR (2020)
Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao
Asymptotic Finite Sample Information Losses in Neural Classifiers. CoRR (2019)
Wei Wang, Nanpeng Yu, Jie Shi, Yuanqi Gao
Volt-VAR Control in Power Distribution Systems with Deep Reinforcement Learning. SmartGridComm (2019)
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) (2019)
Yuanqi Gao, Jie Shi, Wei Wang, Nanpeng Yu
Dynamic Distribution Network Reconfiguration Using Reinforcement Learning. SmartGridComm (2019)
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)
Yuanqi Gao, Nanpeng Yu
State estimation for unbalanced electric power distribution systems using AMI data. ISGT (2017)