Alleviating Road Traffic Congestion with Artificial Intelligence

Sharon, Guni

doi:10.24963/ijcai.2021/704

Alleviating Road Traffic Congestion with Artificial Intelligence

Guni Sharon

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Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence. Early Career. Pages 4965-4969.

https://doi.org/10.24963/ijcai.2021/704

Keywords

Machine Learning Applications: Applications of Reinforcement Learning
Agent-based and Multi-agent Systems: Coordination and Cooperation
Multidisciplinary Topics and Applications: Computational Sustainability
Multidisciplinary Topics and Applications: Transportation

Abstract

This paper reviews current AI solutions towards road traffic congestion alleviation. Three specific AI technologies are discussed, (1) intersection management protocols for coordinating vehicles through a roads intersection in a safe and efficient manner, (2) road pricing protocol that induce optimized traffic flow, and (3) partial or full autonomous driving that can stabilize traffic flow and mitigate adverse traffic shock waves. The paper briefly presents the challenges affiliated with each of these applications along with an overview of state-of-the-art solutions. Finally, real-world implementation gaps and challenges are discussed.

Guni Sharon. 2021. Alleviating Road Traffic Congestion with Artificial Intelligence. In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21. IJCAI, 4965–4969. https://doi.org/10.24963/ijcai.2021/704

@inproceedings{ijcai2021p704,
  title     = {Alleviating Road Traffic Congestion with Artificial Intelligence},
  author    = {Sharon, Guni},
  booktitle = {Proceedings of the Thirtieth International Joint Conference on
               Artificial Intelligence, {IJCAI-21}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Prof. Zhi-Hua Zhou},
  pages     = {4965--4969},
  year      = {2021},
  month     = {8},
  note      = {Early Career},
  doi       = {10.24963/ijcai.2021/704},
  url       = {https://doi.org/10.24963/ijcai.2021/704},
}

TY  - CPAPER
TI  - Alleviating Road Traffic Congestion with Artificial Intelligence
AU  - Sharon, Guni
T2  - Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21
PB  - International Joint Conferences on Artificial Intelligence Organization
PY  - 2021
SP  - 4965
EP  - 4969
DO  - 10.24963/ijcai.2021/704
UR  - https://doi.org/10.24963/ijcai.2021/704
ER  -