A Comparison of Reinforcement Learning Agents Applied to Traffic Signal Optimisation

Traditional methods for traffic signal control at an urban intersection are not effective in controlling traffic flow for dynamic traffic demand which leads to negative environmental, psychological and financial impacts for all parties involved. Urban traffic management is a complex problem with mu...

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Bibliographic Details
Main Authors: Cobus Louw, Louwrens Labuschagne, Tiffany Woodley
Format: Article
Language:English
Published: TIB Open Publishing 2022-09-01
Series:SUMO Conference Proceedings
Online Access:https://www.tib-op.org/ojs/index.php/scp/article/view/116