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Updated: Jul 2, 2025

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适应性交通信号控制系统的多目标深度强化学习方法,同时优化交叉路口的安全性,效率和脱碳

Gongquan Zhang1, Fangrong Chang2, Jieling Jin1

  • 1School of Traffic and Transportation Engineering, Central South University, Changsha 410075, China.

Accident; analysis and prevention
|February 17, 2024
PubMed
概括

本研究使用多目标深度强化学习 (DRL) 进行自适应交通信号控制 (ATSC),提高安全性和减少排放. 基于DRL的ATSC系统提高了交通流量,同时平衡了效率,安全和脱碳目标.

关键词:
脱碳化是指去碳化.深度强化学习的学习.交通效率的提高是交通效率的提高.交通安全 交通安全 交通安全交通信号控制控制器 交通信号控制器

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