Author

Wei-Liang Zhang

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Open access Sep 2026

Characteristics of Offshore Positive Wind Shear Coefficients Under Different Atmospheric Stability Conditions: A Case Study of the Zhuanghe Offshore Area, China

Wind shear coefficients (WSCs) are fundamental parameters for wind resource assessment, wind turbine design, and offshore wind farm operation. This work focuses on positive wind shear coefficients (WSCs); hereafter, WSC refers exclusively to positive-value wind shear coefficients derived from positive shear profiles. H...

Li-Min Cui, Yang-Yang Zhou, Zhi-Ting Yan et al. · Journal of Marine Science an... · 0 citations

Open access Apr 2025

Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning

Compared to contemporary or one-feature-one-agent RL-based approaches, HRLFS improves the downstream ML performance with iterative feature subspace exploration while accelerating total runtime by reducing the number of agents involved.

Wei-Liang Zhang, Xiao-Han Huang, Yi Du et al. · ACM Transactions on Knowledg... · 1 citation

Open access Jul 2026

Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning

Feature selection aims to preprocess the target dataset, find an optimal and most streamlined feature subset, and enhance the downstream machine learning task. Among filter, wrapper, and embedded-based approaches, the reinforcement learning (RL)-based subspace exploration strategy provides a novel objective optimizatio...

Weiliang Zhang, Xiaohan Huang, Ziyue Qiao et al. · ACM Transactions on Knowledg... · 0 citations