Resource Allocation in Fog RAN for Heterogeneous IoT Environments Based on Reinforcement Learning.
Almuthanna T. NassarYasin YilmazPublished in: ICC (2019)
Keyphrases
- resource allocation
- reinforcement learning
- grid environment
- resource management
- resource allocation problems
- management system
- optimal resource allocation
- function approximation
- game theory
- dynamic environments
- resource allocation decisions
- scarce resources
- allocate resources
- allocation strategies
- resource requirements
- state space
- market equilibrium
- machine learning
- markov decision processes
- resource consumption
- resource usage
- multi agent
- learning algorithm
- complex environments
- temporal difference
- optimal policy
- resource allocation and scheduling
- social welfare
- combinatorial auctions
- approximation algorithms
- decision problems