MUESLI: Multi-objective Radio Resource Slice Management via Reinforcement Learning.
Ajay KattepurSushanth DavidSwarup MohalikPublished in: NetSoft (2022)
Keyphrases
- multi objective
- reinforcement learning
- optimization algorithm
- evolutionary algorithm
- multi objective optimization
- multiple objectives
- genetic algorithm
- multiobjective optimization
- decision making
- management system
- particle swarm optimization
- resource allocation
- model free
- scarce resources
- network management
- resource constraints
- data processing
- function approximation
- objective function
- information systems
- wireless communication
- knowledge management
- decision support
- reinforcement learning algorithms
- differential evolution
- project management
- markov decision processes
- transfer learning
- machine learning
- optimal control
- web resources
- metadata
- wireless networks
- learning process
- learning algorithm
- conflicting objectives
- multi objective evolutionary