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适应性交通信号控制的序列决策变压器

Rui Zhao1, Haofeng Hu1, Yun Li2

  • 1College of Automotive Engineering, Jilin University, Changchun 130025, China.

Sensors (Basel, Switzerland)
|October 16, 2024
PubMed
概括

一个新的序列决策变压器 (SDT) 使用深度强化学习 (DRL) 来优化自适应交通信号控制 (ATSC). 这种先进的方法显著改善了交通流量,并减少了城市环境中的拥堵.

关键词:
马尔科夫决策过程适应性交通信号控制 适应性交通信号控制注意力机制注意力机制深度强化学习的学习.接近政策优化近接政策优化

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