A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data

Ramp metering that uses traffic signals to regulate vehicle flows from the on-ramps has been widely implemented to improve vehicle mobility of the freeway. Previous studies generally update signal timings in real-time based on predefined traffic measurements collected by point detectors, such as tra...

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Bibliographic Details
Main Authors: Bing Liu, Yu Tang, Yuxiong Ji, Yu Shen, Yuchuan Du
Format: article
Language:EN
Published: Hindawi-Wiley 2021
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Online Access:https://doaj.org/article/0baf461d79f44bb9a8d2b843de871cb9
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