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    1
    Design of an Adaptive Traffic Signal System Using Deep Reinforcement Learning Incorporated the Machine Learning Forecasting Model and the Impact of Arterial Roads
    • Department of Computer Science and Information Engineering /111/ Master
    • Author: Yi-Chen Wu   Advisor: Huei-Wen Ferng
    • Due to the fact that traditional algorithms cannot effectively adapt to the dynamic changes of the …
    • Clicks: 479  Downloads: 0 
    • Full text public date 2026/02/15 (Intranet public)
    • Full text public date 2026/02/15 (Internet public)
    • Full text public date 2026/02/15 (National library)

    2
    Multi-Agent Traffic Signal Control Using Hierarchical Reinforcement Learning with Attention Mechanisms
    • Department of Computer Science and Information Engineering /112/ Master
    • Author: Shi-Min Huang   Advisor: Huei-Wen Ferng
    • In recent years, traditional traffic signal control methods have struggled to effectively ad dress …
    • Clicks: 312  Downloads: 0 
    • Full text public date 2026/08/29 (Intranet public)
    • Full text public date 2026/08/29 (Internet public)
    • Full text public date 2026/08/29 (National library)
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