Optimal Resource Allocation in SDN/NFV-Enabled Networks via Deep Reinforcement Learning.
Jing SuSuku NairLeo PopokhPublished in: ComNet (2022)
Keyphrases
- reinforcement learning
- optimal resource allocation
- resource allocation
- social networks
- function approximation
- state space
- machine learning
- dynamic programming
- real time
- markov decision processes
- learning algorithm
- optimal control
- reinforcement learning algorithms
- multi agent
- learning process
- probabilistic model
- case study
- computer networks
- network analysis
- network design