To RL or not to RL? An Algorithmic Cheat-Sheet for AI-Based Radio Resource Management.
Lorenzo MaggiMatthew AndrewsRyo KoblitzPublished in: CoRR (2024)
Keyphrases
- resource management
- reinforcement learning
- resource allocation
- management system
- quality of service
- grid computing
- model free
- markov decision processes
- optimal policy
- computing resources
- artificial intelligence
- multi agent
- resource utilization
- intelligent agents
- state space
- resource usage
- expert systems
- admission control
- power control
- wireless communication
- artificial neural networks
- base station
- resource manager