i-Profiler: Towards Multi-Objective Autonomous VNF Profiling with Reinforcement Learning.
Pratchaya JaisudthiShadi MoazzeniXenofon VasilakosReza NejabatiDimitra SimeonidouPublished in: INFOCOM Workshops (2023)
Keyphrases
- multi objective
- reinforcement learning
- autonomous learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- function approximation
- multiobjective optimization
- objective function
- particle swarm optimization
- nsga ii
- state space
- genetic algorithm
- reinforcement learning algorithms
- evolutionary optimization
- conflicting objectives
- multi objective optimization problems
- multiple objectives
- learning capabilities
- supervised learning
- multiobjective evolutionary algorithm
- optimum design
- temporal difference
- model free
- pareto optimal
- multi objective evolutionary algorithms
- temporal difference learning
- policy search
- neural network
- reinforcement learning methods
- multi objective genetic algorithms
- autonomous mental development
- machine learning
- learning algorithm
- robotic systems
- markov decision processes
- learning process
- evolutionary learning
- multi objective evolutionary
- multi agent
- multi objective problems
- cooperative
- optimization problems
- bi objective
- genetic programming
- optimal policy
- fitness function
- function approximators
- autonomous navigation
- optimal control