QMORA: A Q-Learning based Multi-objective Resource Allocation Scheme for NFV Orchestration.
Jing ChenJia ChenRenkun HuHongke ZhangPublished in: VTC Spring (2020)
Keyphrases
- allocation scheme
- multi objective
- evolutionary algorithm
- multi objective optimization
- reinforcement learning
- optimization algorithm
- multiple objectives
- multi agent
- function approximation
- bandwidth allocation
- learning algorithm
- cooperative
- genetic algorithm
- multiobjective optimization
- multi objective optimization problems
- objective function
- particle swarm optimization
- state space
- evaluation method
- web services
- conflicting objectives
- bi objective
- nsga ii
- model free
- reinforcement learning algorithms
- action selection
- random access
- control system
- pareto optimal
- learning rate
- machine learning
- optimal policy
- genetic programming
- potential field
- multi agent reinforcement learning
- optimization problems
- dynamic programming