iOn-Profiler: Intelligent Online Multi-Objective VNF Profiling With Reinforcement Learning.
Xenofon VasilakosShadi MoazzeniAnderson BravalheriPratchaya JaisudthiReza NejabatiDimitra SimeonidouPublished in: IEEE Trans. Netw. Serv. Manag. (2024)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- online learning
- genetic algorithm
- multiobjective optimization
- particle swarm optimization
- multiple objectives
- objective function
- nsga ii
- function approximation
- real time
- active learning
- learning capabilities
- dynamic programming
- conflicting objectives
- reinforcement learning algorithms
- intelligent systems
- optimal control
- markov decision processes
- optimal policy
- trade off
- supervised learning
- batch mode
- mobile robot
- multi objective evolutionary
- balancing exploration and exploitation