Green Resource Allocation Based on Deep Reinforcement Learning in Content-Centric IoT.
Xiaoming HeKun WangHuawei HuangToshiaki MiyazakiYixuan WangSong GuoPublished in: IEEE Trans. Emerg. Top. Comput. (2020)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- management system
- resource allocation problems
- resource requirements
- game theory
- function approximation
- allocation problems
- social welfare
- market equilibrium
- machine learning
- resource allocation decisions
- resource availability
- reinforcement learning algorithms
- state space
- resource consumption
- resource usage
- allocation strategies
- combinatorial auctions
- bidding strategies
- grid computing
- allocate resources
- dynamic resource allocation
- scarce resources
- learning process
- learning algorithm