发明名称 |
DECENTRALISED AUTONOMIC SYSTEM AND METHOD FOR USE IN AN URBAN TRAFFIC CONTROL ENVIRONMENT |
摘要 |
The invention provides a system of agents for use in an Urban Traffic Control environment, each agent representing a traffic light controller at a traffic junction to control traffic flow, said system comprising each agent is adapted to collect data local to the junction using one or more sensors and applying a Distributed W-Learning model to said collected data; each agent comprises means for mapping locally collected data to one of the system state representations available to determine action values; each agent is adapted to determine a current importance value of an action value using a Distributed W-Learning model. The main operational advantage of the system of the invention is that it utilizes machine learning to learn appropriate behaviours for a variety of traffic conditions, in a fully decentralized distributed self-organizing approach capable of addressing multiple performance policies on multiple agents, where data collection and analysis is performed by the junctions or intersections locally. |
申请公布号 |
WO2011157745(A1) |
申请公布日期 |
2011.12.22 |
申请号 |
WO2011EP59926 |
申请日期 |
2011.06.15 |
申请人 |
THE PROVOST, FELLOWS AND SCHOLARS OF THE COLLEGE OF THE HOLY AND UNDIVIDED TRINITY OF QUEEN ELIZABETH, NEAR DUBLIN;DUSPARIC, IVANA;CAHILL, VINCENT |
发明人 |
DUSPARIC, IVANA;CAHILL, VINCENT |
分类号 |
G08G1/07 |
主分类号 |
G08G1/07 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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