Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning.
Muhammad SulaimanMahdieh AhmadiMohammad A. SalahuddinRaouf BoutabaAladdin SalehPublished in: NOMS (2023)
Keyphrases
- reinforcement learning
- function approximation
- resource management
- reinforcement learning algorithms
- model free
- multi agent
- machine learning
- resource allocation
- temporal difference
- state space
- resource requirements
- resource selection
- agent receives
- stochastic approximation
- reinforcement learning methods
- resource sharing
- web resources
- information resources
- markov decision processes
- management system