# Traffic-light control in urban environment exploiting drivers’ reaction to the expected red lights duration

> Research article (Transportation Research Part C Emerging Technologies, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4306936328](https://www.wikidata.org/wiki/openalex:W4306936328)  
**Source**: https://4ort.xyz/entity/traffic-light-control-in-urban-environment-exploiting-drivers-reaction-to-the-expected-red-lights-duration