Reinforcement-Learning-Based Resource Allocation in Fog Radio Access Networks for Various IoT Environments.
Almuthanna T. NassarYasin YilmazPublished in: CoRR (2018)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- game theory
- learning process
- function approximation
- resource requirements
- cloud computing
- resource allocation decisions
- allocate resources
- allocation strategies
- management system
- reinforcement learning algorithms
- learning algorithm
- markov decision processes
- wireless communication
- computing environments
- grid environment
- dynamic environments
- state space
- machine learning
- complex environments
- model free
- learning capabilities
- dynamic programming
- allocation problems
- multi agent
- distributed resource allocation