[HTML][HTML] Reinforcement learning in urban network traffic signal control: A systematic literature review

M Noaeen, A Naik, L Goodman, J Crebo, T Abrar… - Expert Systems with …, 2022 - Elsevier
Improvement of traffic signal control (TSC) efficiency has been found to lead to improved
urban transportation and enhanced quality of life. Recently, the use of reinforcement …

[HTML][HTML] Leveraging reinforcement learning for dynamic traffic control: A survey and challenges for field implementation

Y Han, M Wang, L Leclercq - Communications in Transportation Research, 2023 - Elsevier
In recent years, the advancement of artificial intelligence techniques has led to significant
interest in reinforcement learning (RL) within the traffic and transportation community …