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Reinforcement learning based routing in networks: Review and classification of approaches
Z Mammeri - Ieee Access, 2019 - ieeexplore.ieee.org
Reinforcement learning (RL), which is a class of machine learning, provides a framework by
which a system can learn from its previous interactions with its environment to efficiently …
which a system can learn from its previous interactions with its environment to efficiently …
A survey on security attacks in VANETs: Communication, applications and challenges
Over the past few decades, the intelligent transportation system (ITS) have emerged with
new technologies and becomes the data-driven ITS, because the substantial amount of data …
new technologies and becomes the data-driven ITS, because the substantial amount of data …
ELITE: An intelligent digital twin-based hierarchical routing scheme for softwarized vehicular networks
Software-Defined Vehicular Network (SDVN) is a networking architecture that can provide
centralized control for vehicular networks. However, the design for routing policies in SDVNs …
centralized control for vehicular networks. However, the design for routing policies in SDVNs …
A survey of networking applications applying the software defined networking concept based on machine learning
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …
architectures for intellectualization, activation, and customization. Software-defined …
Artificial intelligence implication on energy sustainability in Internet of Things: A survey
The massive number of Internet of Things (IoT) devices connected to the Internet is
continuously increasing. The operations of these devices rely on consuming huge amounts …
continuously increasing. The operations of these devices rely on consuming huge amounts …
Intelligent routing based on reinforcement learning for software-defined networking
DM Casas-Velasco, OMC Rendon… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Traditional routing protocols employ limited information to make routing decisions, which
can lead to a slow adaptation to traffic variability, as well as restricted support to the Quality …
can lead to a slow adaptation to traffic variability, as well as restricted support to the Quality …
Intelligent resource management based on reinforcement learning for ultra-reliable and low-latency IoV communication networks
Internet of Vehicles (IoV) has attracted much interest recently due to its ubiquitous message
exchange and content sharing among smart vehicles with the development of the mobile …
exchange and content sharing among smart vehicles with the development of the mobile …
SDN-based VANET routing: A comprehensive survey on architectures, protocols, analysis, and future challenges
As the automotive and telecommunication industries advance, more vehicles are becoming
connected, leading to the realization of intelligent transportation systems (ITS). Vehicular ad …
connected, leading to the realization of intelligent transportation systems (ITS). Vehicular ad …
DRSIR: A deep reinforcement learning approach for routing in software-defined networking
DM Casas-Velasco, OMC Rendon… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Traditional routing protocols employ limited information to make routing decisions, which
leads to slow adaptation to traffic variability and restricted support to the quality of service …
leads to slow adaptation to traffic variability and restricted support to the quality of service …
Data dissemination for Internet of vehicle based on 5G communications: A survey
With the increase of the number of connected vehicles on roads, the data dissemination
within traditional network suffers from many limitations like high latency, a significant amount …
within traditional network suffers from many limitations like high latency, a significant amount …