Delay-aware Resource Allocation in Fog-assisted IoT Networks Through Reinforcement Learning.
Qiang FanJianan BaiHongxia ZhangYang YiLingjia LiuPublished in: CoRR (2020)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- resource management
- scarce resources
- resource allocation problems
- management system
- distributed resource allocation
- resource allocation decisions
- allocation problems
- resource requirements
- social welfare
- resource allocation and scheduling
- model free
- resource usage
- allocation strategies
- function approximation
- dynamic resource allocation
- cloud computing
- dynamic programming
- packet scheduling
- reinforcement learning algorithms
- machine learning
- combinatorial auctions
- flow network
- multi agent systems
- multi agent
- learning algorithm