In this paper, we present an novel adaptive traffic signal control scheme in the urban road network based on MARL. In the scheme, we adopt a delay time estimation model with network-wide coordination to estimate the total delay time of vehicles for each road link, and control traffic signals...
Recent research reveals that reinforcement learning can potentially perform optimal decision-making compared to traditional methods like Adaptive Traffic Signal Control (ATSC). With the development of knowledge through trial and error, the Deep Reinforcement Learning (DRL) technique shows its feasibility for...
待解决 悬赏分:1 - 离问题结束还有 Adaptive Traffic Signal Control With Vehicular Ad hoc Networks问题补充:匿名 2013-05-23 12:21:38 自适应交通信号控制车辆用Ad hoc网络 匿名 2013-05-23 12:23:18 与交通工具的特别网络的能适应的交通信号控制 匿名 2013-05-23 12:24:58 能适应的交通信号控...
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...
Adaptive traffic signal control, which adjusts traffic signal timing according to real-time traffic, has been shown to be an effective method to reduce traffic congestion. Available works on adaptive traffic signal control make responsive traffic signal control decisions based on human-crafted features...
Presents a distributed approach to traffic signal control, where the signal timing parameters are a given intersection are adjusted as functions of the local traffic condition and of the signal timing parameters at adjacent intersections. The signal timing at an intersection is defined by three paramet...
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, ...
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
Mc Kenney D, White T (2013) "Distributed and adaptive traffic signal control within a realistic traffic simulation". Eng App Arti Inte 26: 574-583.D. McKenney, T. White, Distributed and adaptive traffic signal control within a realistic traffic simulation, Engineering Application of Artificial ...
Adaptive traffic signal (light) control technologies offer a significant improvement over pre-programmed fixed timing signal control schema by reducing traffic delays. Adaptive signal control predicts future traffic conditions based on real-time traffic data and finds optimal timings of the red, yellow,...