Routing using reinforcement learning in vehicular ad hoc networks
M Saravanan, P Ganeshkumar - Computational Intelligence, 2020 - Wiley Online Library
In vehicular ad hoc networks (VANETs), the frequent change in vehicle mobility creates
dynamic changes in communication link and topology of the network. Hence, the key …
dynamic changes in communication link and topology of the network. Hence, the key …
Reinforcement learning-based routing protocols for vehicular ad hoc networks: A comparative survey
Vehicular-ad hoc networks (VANETs) hold great importance because of their potentials in
road safety improvement, traffic monitoring, and in-vehicle infotainment services. Due to high …
road safety improvement, traffic monitoring, and in-vehicle infotainment services. Due to high …
Reinforcement learning-based routing protocols in vehicular ad hoc networks for intelligent transport system (its): A survey
J Lansky, AM Rahmani, M Hosseinzadeh - Mathematics, 2022 - mdpi.com
Today, the use of safety solutions in Intelligent Transportation Systems (ITS) is a serious
challenge because of novel progress in wireless technologies and the high number of road …
challenge because of novel progress in wireless technologies and the high number of road …
An improved deep reinforcement learning routing technique for collision-free VANET
P Upadhyay, V Marriboina, SJ Goyal, S Kumar… - Scientific Reports, 2023 - nature.com
Abstract Vehicular Adhoc Networks (VANETs) is an emerging field that employs a wireless
local area network (WLAN) characterized by an ad-hoc topology. Vehicular Ad Hoc …
local area network (WLAN) characterized by an ad-hoc topology. Vehicular Ad Hoc …
Investigating routing in the vanet network: Review and classification of approaches
AK Sangaiah, A Javadpour, CC Hsu, A Haldorai… - Algorithms, 2023 - mdpi.com
Vehicular Ad Hoc Network (VANETs) need methods to control traffic caused by a high
volume of traffic during day and night, the interaction of vehicles, and pedestrians, vehicle …
volume of traffic during day and night, the interaction of vehicles, and pedestrians, vehicle …
A machine learning system for routing decision-making in urban vehicular ad hoc networks
WK Lai, MT Lin, YH Yang - International Journal of …, 2015 - journals.sagepub.com
In vehicular ad hoc networks (VANETs), network topology and communication links
frequently change due to the high mobility of vehicles. Key challenges include how to …
frequently change due to the high mobility of vehicles. Key challenges include how to …
An intersection-based routing scheme using Q-learning in vehicular ad hoc networks for traffic management in the intelligent transportation system
Vehicular ad hoc networks (VANETs) create an advanced framework to support the
intelligent transportation system and increase road safety by managing traffic flow and …
intelligent transportation system and increase road safety by managing traffic flow and …
A model-based reinforcement learning protocol for routing in vehicular Ad hoc network
O Jafarzadeh, M Dehghan, H Sargolzaey… - Wireless Personal …, 2022 - Springer
Todays by equipping vehicles with wireless technologies, Vehicular Ad Hoc Network
(VANET) has been emerged. This type of network can be utilized in many fields such as …
(VANET) has been emerged. This type of network can be utilized in many fields such as …
Distributed reinforcement learning approach for vehicular ad hoc networks
In Vehicular Ad hoc Networks (VANETs), general purpose ad hoc routing protocols such as
AODV cannot work efficiently due to the frequent changes in network topology caused by …
AODV cannot work efficiently due to the frequent changes in network topology caused by …
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 …
and intelligent transportation, it has aroused wide concern since it was proposed. However …