# Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control

> Research article (Knowledge-Based Systems, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4403570817](https://www.wikidata.org/wiki/openalex:W4403570817)  
**Source**: https://4ort.xyz/entity/unification-of-probabilistic-graph-model-and-deep-reinforcement-learning-upgmdrl-for-multi-intersection-traffic-signal-c