Reinforcement Learning for Ramp Control: An Analysis of Learning Parameters

Reinforcement Learning (RL) has been proposed to deal with ramp control problems under dynamic traffic conditions; however, there is a lack of sufficient research on the behaviour and impacts of different learning parameters. This paper describes a ramp control agent based on the RL mechanism and th...

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Bibliographic Details
Main Authors: Chao Lu, Jie Huang, Jianwei Gong
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2016-08-01
Series:Promet (Zagreb)
Subjects:
Online Access:https://traffic.fpz.hr/index.php/PROMTT/article/view/1830