Grouped Intersection-based Routing using Reinforcement Learning for Urban VANETs

Q Yang, SJ Yoo - 2022 13th International Conference on …, 2022 - ieeexplore.ieee.org
Under the rapid upgrowth of internet of vehicles (IoV), routing in vehicular ad-hoc networks
(VANETs) has gained a great amount of attention in the past few years in academic and …

V2V routing in VANET based on heuristic Q-learning

X Yang, W Zhang, H Lu, L Zhao - International Journal of Computers …, 2020 - univagora.ro
Designing efficient routing algorithms in vehicular ad hoc networks (VANETs) plays an
important role in the emerging intelligent transportation systems. In this paper, a routing …

Intersection-based V2X routing via reinforcement learning in vehicular ad hoc networks

L Luo, L Sheng, H Yu, G Sun - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of vehicles (IoV), routing in vehicular ad hoc
networks (VANETs) has become a popular research topic. Due to the features of the …

Hierarchical Reinforcement Learning-Based Routing Algorithm With Grouped RSU in Urban VANETs

Q Yang, SJ Yoo - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
The rapid growth of the Internet of Vehicles (IoV) has generated significant interest in routing
techniques for vehicular ad hoc networks (VANETs) in both academic and industrial …

V2V routing in VANET based on fuzzy logic and reinforcement learning

W Zhang, X Yang, Q Song, L Zhao - International Journal of Computers …, 2021 - univagora.ro
To ensure the transmission quality of real-time communications on the road, the research of
routing protocol is crucial to improve effectiveness of data transmission in Vehicular Ad Hoc …

An intersection-based routing scheme using q-learning in vehicular ad hoc networks for traffic management in the intelligent transportation system

MU Khan, M Hosseinzadeh, A Mosavi - Mathematics, 2022 - mdpi.com
Vehicular ad hoc networks (VANETs) create an advanced framework to support the
intelligent transportation system and increase road safety by managing traffic flow and …

RSU-assisted traffic-aware routing based on reinforcement learning for urban vanets

J Wu, M Fang, H Li, X Li - IEEE Access, 2020 - ieeexplore.ieee.org
In urban vehicular ad hoc networks (VANETs), the high mobility of vehicles along street
roads poses daunting challenges to routing protocols and has a great impact on network …

A reinforcement learning-based routing protocol in VANETs

Y Sun, Y Lin, Y Tang - International Conference in Communications …, 2017 - Springer
Vehicular ad hoc networks serves as an important enabling technology for assistant driving
and intelligent transportation, it has aroused wide concern since it was proposed. However …

Reinforcement learning based mobility adaptive routing for vehicular ad-hoc networks

J Wu, M Fang, X Li - Wireless Personal Communications, 2018 - Springer
Vehicular ad-hoc networks (VANETs) is drawing more and more attentions in intelligent
transportation system to reduce road accidents and assist safe driving. However, due to the …

A hybrid routing algorithm for V2V communication in VANETs based on blocked Q-learning

X Bi, H Huang, B Zhang, X Wei - IEICE Transactions on …, 2023 - search.ieice.org
It is of great significance to design a stable and reliable routing protocol for Vehicular Ad Hoc
Networks (VANETs) that adopt Vehicle to Vehicle (V2V) communications in the face of …