One of the focal points in the field of intelligent transportation is the intelligent control of traffic signals (TS), aimed at enhancing the efficiency of urban road networks through specific algorithms. Deep Reinforcement Learning (DRL) algorithms have become mainstream, yet they suffer from ...
Reinforcement learning (RL) has been the object of investigation of many recent papers as a promising approach to control such a stochastic environment. The goal of this paper is to analyze the feasibility of RL, particularly the use of Q-learning algorithm for adaptive traffic signal control in...
Traffic signal control systemsTransportation departmentsUrban transportationIn the current Regional Transportation Plan (RTP) for Southern California, the Southern California Association of Governments (SCAG) identifies dedicated truck lanes as a means to more efficiently keep goods movement flowing smoothly, ...
Many traffic control systems, such as RHODES (Head et al., 1992) and UTOPIA (Mauro and Di Taranto, 1989), incorporate network signal control at the strategic level of a hierarchical control structure, to take into account the influence of travellers’ route choice behaviour. From a network ...
Adaptive signal control ii - Martin, Perrin, et al. - 2003 () Citation Context ... the form of a traffic control center that monitors the traffic network and that performs a global, or area-wide, optimization to determine new parameters for its local controllers. Much of this work =-=[...
Smart cities are characterized by their use of intelligent transportation systems (ITS), which utilize advanced traffic signal control methods to achieve effective and efficient traffic operations. Recently, due to significant progress in artificial intelligence, research has focused on machine learning-base...
Adaptive Traffic Signal Control using Vehicle-to- Infrastructure Communication: A Technical Note CHEN Cai,YANG Wang,GLENN Geers.Adaptivetraffic signal control using vehicle-to-infrastructurecommunication:a technical note.Proceedingsof the Second International... C Cai,Y Wang,G Geers - ACM 被引量: 22...
Generally, there are three major challenges to realise a real-time self-adaptive distributed signal control: (i) the highly dynamic, stochastic and nonlinear nature of traffic demands or traffic loads on roads; (ii) the increased computational cost and complexity of a large-scale traffic network ...
www.cfluid.com|基于2个网页 3. 自适应交通控制 文献[28] 将自适应公交调度(adaptive transit operation)策略和自适应交通控制(adaptive signal control)策略同时进行应用研究。 www.docin.com|基于 1 个网页
Using Cooperative Adaptive Cruise Control (CACC) to Form High-Performance Vehicle Streams. Microscopic Traffic Modeling 热度: Research of Traffic Signal Light Intelligent Control System 热度: User´s Manual for TL-403 Laser Engraving and Cutting Control System ...