Resource Allocation for Multi-service NOMA System Based on Deep Reinforcement Learning.
Zhenyu ZhangWeijun ZhengWeiping ShaoYong ZhangDa GuoPublished in: HCC (2021)
Keyphrases
- resource allocation
- reinforcement learning
- grid environment
- resource sharing
- resource management
- resource usage
- resource allocation problems
- allocate resources
- service providers
- state space
- grid resource
- resource requirements
- dynamic programming
- management system
- scarce resources
- web services
- model free
- optimal resource allocation
- distributed resource allocation
- machine learning
- allocation problems
- resource allocation decisions
- resource allocation and scheduling
- resource availability
- allocation strategies
- social welfare
- combinatorial auctions
- service oriented
- markov decision processes
- learning process
- resource consumption
- temporal difference
- dynamic resource allocation
- market equilibrium
- multi agent