MU Khan, M Hosseinzadeh, A Mosavi - Mathematics, 2022 - mdpi.com
… It is a hierarchicalrouting method. A … -based routing method using Q-learning (IRQ) was suggested for vehicular ad hoc networks in the intelligenttransportation system. IRQ is a …
… a geographic routingscheme, which utilizes a hierarchicalrouting framework and consists of two main parts: multi-dimensional Q-learning-based routing … fuzzylogic-based manner. This …
M Naderi, K Mahdaee, P Rahmani - Peer-to-Peer Networking and …, 2023 - Springer
… technology in the future of IntelligentTransportation Systems (ITS), … -based hierarchical routingscheme with tuning output … -based traffic-aware routing via fuzzyQ-learning called ITAR-…
… scalability as well as supporting multimedia traffic. In this routingscheme, we consider a hybrid … In this research, we considered the Q-learning algorithm to solve routine problems. …
L Zhao, Z Bi, M Lin, A Hawbani, J Shi, Y Guan - Computer Networks, 2021 - Elsevier
… a novel hierarchicalroutingscheme for SDVN that aims to provide stable and effective routing … Based on RL, especially Q-learning, vehicles can learn the best route by exchanging …
… This paper presents a hierarchicalQ-learning-based routing … • We propose a grouped RSU-based routingscheme for large-… Wang, “Hierarchicalrouting for vehicular ad hoc networks …
… Our idea is to exploit Q-learning combined with Fuzzy logic. In our Q-learning paradigm, each … the efficiency of the Q-learning-based offloading algorithm, we adopt Fuzzy logic to adjust …
… Furthermore, we will utilize new strategies like Q-learning and artificial neural networks (ANNs) to design robust trust frameworks to better separate abnormal nodes from normal nodes. …
… Routing. The decision of the handovers is to ensure that if there is any requirement of the vertical handovers using dynamic Q-learning … (IoT) and intelligenttransportation system (ITS) …