Published in IEEE Transactions on Automation Science and Engineering, 2025
Reinforcement learning; Robotics
Recommended citation: Huang Y, Zhao X. Multiagent Inductive Policy Optimization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2025. https://ieeexplore.ieee.org/abstract/document/11153797
Published in IEEE Transactions on Automation Science and Engineering, 2025
Reinforcement learning; Wind Farm Control
Recommended citation: Huang Y, Zhao X. Wind Farm Control via Offline Reinforcement Learning with Adversarial Training[J]. IEEE Transactions on Automation Science and Engineering, 2025. https://ieeexplore.ieee.org/abstract/document/10912435
Published in IEEE Transactions on Industrial Informatics, 2024
Reinforcement learning; Wind Farm Control
Recommended citation: Huang Y, Zhao X. Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms[J]. IEEE Transactions on Industrial Informatics, 2024. https://ieeexplore.ieee.org/abstract/document/10436393
Published in IEEE Transactions on Sustainable Energy, 2023
Reinforcement learning; Wind Farm Control
Recommended citation: Huang Y, Lin S, Zhao X. Multi-agent reinforcement learning control of a hydrostatic wind turbine-based farm[J]. IEEE Transactions on Sustainable Energy, 2023. https://ieeexplore.ieee.org/abstract/document/10109125
Published in IEEE International Conference on Data Mining (ICDM), 2020
Reinforcement learning
Recommended citation: Huang Y, Wang X, Zou L, et al. Soft policy optimization using dual-track advantage estimator[C]//2020 IEEE International Conference on Data Mining (ICDM). IEEE, 2020: 1064-1069. https://ieeexplore.ieee.org/abstract/document/9338396
Published in Chaos, Solitons & Fractals, 2020
Virus spread; Complex networks
Recommended citation: Huang Y, Wu Y, Zhang W. Comprehensive identification and isolation policies have effectively suppressed the spread of COVID-19[J]. Chaos, Solitons & Fractals, 2020, 139: 110041. https://www.sciencedirect.com/science/article/pii/S0960077920304392
Published in Chaos, Solitons & Fractals, 2019
Complex networks; Power grid
Recommended citation: Huang Y, Dong H, Zhang W, et al. Stability analysis of nonlinear oscillator networks based on the mechanism of cascading failures[J]. Chaos, Solitons & Fractals, 2019, 128: 5-15. https://www.sciencedirect.com/science/article/pii/S0960077919302826