Multi-Objective Provisioning of Network Slices using Deep Reinforcement Learning.
Chien-Cheng WuVasilis FriderikosCedomir StefanovicPublished in: CoRR (2022)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- network model
- function approximation
- model free
- multiple objectives
- multi objective optimization problems
- communication networks
- network management
- peer to peer
- wireless sensor networks
- pareto optimal
- reinforcement learning algorithms
- service provisioning
- network traffic
- network structure
- genetic algorithm
- computer networks
- resource management
- nsga ii
- optimal policy
- state space
- artificial neural networks
- objective function
- multiobjective optimization
- action space
- conflicting objectives
- neural network