Reinforcement learning based reliability-aware routing in IoT networks.
Kazim ErgunRaid AyoubPietro MercatiTajana RosingPublished in: Ad Hoc Networks (2022)
Keyphrases
- reinforcement learning
- network topologies
- network reliability
- wireless ad hoc networks
- social networks
- management system
- dynamic routing
- routing algorithm
- function approximation
- network topology
- learning process
- path selection
- traffic engineering
- computer networks
- machine learning
- link failure
- node density
- network design
- markov decision processes
- energy consumption
- state space
- multi agent
- learning algorithm
- peer to peer networks
- big data
- network size
- packet forwarding
- neural network
- packet switching