Multi-objective Resource Allocation for 5G Using Hierarchical Reinforcement Learning.
Hasan Anil AkyildizÖmer Faruk GemiciIbrahim HökelekHakan Ali ÇirpanPublished in: BlackSeaCom (2022)
Keyphrases
- resource allocation
- hierarchical reinforcement learning
- multi objective
- evolutionary algorithm
- multi objective optimization
- reinforcement learning
- genetic algorithm
- resource management
- objective function
- state abstraction
- multiple objectives
- resource allocation problems
- optimal resource allocation
- pareto optimal
- allocation problems
- combinatorial auctions
- resource allocation decisions
- model free
- resource usage
- allocate resources
- neural network
- nsga ii
- allocation strategies
- markov decision process
- dynamic resource allocation
- scarce resources
- learning algorithm