Smart IoE-Integrated Traffic Control: Dynamic Multi-Semantic Graph Attention and Reinforcement Learning for Optimizing Urban Mobility

Kuo-Kun Tseng, Zhengguang Yang, Haotian Tang,Chien-Ming Chen,Saru Kumari,M. Shamim Hossain

IEEE INTERNET OF THINGS JOURNAL（2025）

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关键词

Real-time systems,Adaptation models,Semantics,Predictive models,Heuristic algorithms,Traffic control,Reinforcement learning,Internet of Things,Graph neural networks,Convolution,Graph neural networks (GNNs),intelligent traffic system,Internet of Everything (IoE) technology,reinforcement learning (RL),urban mobility management

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