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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
Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control
Summary
Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control is a scholarly article[1].
Key Facts
Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control. Retrieved May 24, 2026, from https://4ort.xyz/entity/unification-of-probabilistic-graph-model-and-deep-reinforcement-learning-upgmdrl-for-multi-intersection-traffic-signal-c
MLA“Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/unification-of-probabilistic-graph-model-and-deep-reinforcement-learning-upgmdrl-for-multi-intersection-traffic-signal-c.
BibTeX@misc{4ortxyz_unification-of-probabilistic-graph-model-and-deep-reinforcement-learning-upgmdrl-for-multi-intersection-traffic-signal-c_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control}}, year = {2026}, url = {https://4ort.xyz/entity/unification-of-probabilistic-graph-model-and-deep-reinforcement-learning-upgmdrl-for-multi-intersection-traffic-signal-c}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control — https://4ort.xyz/entity/unification-of-probabilistic-graph-model-and-deep-reinforcement-learning-upgmdrl-for-multi-intersection-traffic-signal-c (retrieved 2026-05-24)
