# Optimised Traffic Light Management Through Reinforcement Learning: Traffic State Agnostic Agent vs. Holistic Agent With Current V2I Traffic State Knowledge

> Research article (IEEE Open Journal of Intelligent Transportation Systems, 2020) · cited 22× · AI/ML

**Wikidata**: [openalex:W3091194253](https://www.wikidata.org/wiki/openalex:W3091194253)  
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