# The impact of deep reinforcement learning-based traffic signal control on Emission reduction in urban Road networks empowered by cooperative vehicle-infrastructure systems

> Research article (Applied Energy, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4409317699](https://www.wikidata.org/wiki/openalex:W4409317699)  
**Source**: https://4ort.xyz/entity/the-impact-of-deep-reinforcement-learning-based-traffic-signal-control-on-emission-reduction-in-urban-road-networks-empo