Cellular traffic offloading via opportunistic networking with reinforcement learning.
Lorenzo ValerioRaffaele BrunoAndrea PassarellaPublished in: Comput. Commun. (2015)
Keyphrases
- reinforcement learning
- network traffic
- cellular automata
- network devices
- function approximation
- distributed computing
- state space
- traffic flow
- multi agent
- real time
- reinforcement learning algorithms
- ad hoc networking
- optimal control
- optimal policy
- neural network
- machine learning
- markov decision processes
- model free
- learning algorithm
- traffic congestion
- traffic management
- internet traffic
- peer to peer
- supervised learning
- dynamic programming
- spatio temporal
- temporal difference
- telecommunication networks
- function approximators
- traffic data
- traffic control