Reinforcement Learning for Adaptive Resource Allocation in Fog RAN for IoT With Heterogeneous Latency Requirements.
Almuthanna T. NassarYasin YilmazPublished in: IEEE Access (2019)
Keyphrases
- resource allocation
- reinforcement learning
- power allocation
- resource management
- resource availability
- optimal resource allocation
- resource allocation problems
- resource requirements
- grid environment
- function approximation
- resource allocation decisions
- management system
- distributed resource allocation
- scarce resources
- allocation problems
- resource consumption
- allocation strategies
- learning algorithm
- learning agents
- dynamic programming
- allocate resources
- machine learning
- resource usage
- resource utilization
- reinforcement learning algorithms
- prefetching
- markov decision processes
- state space
- learning process
- cooperative