Resource Allocation For D2D Communications With A Novel Distributed Q-Learning Algorithm In Heterogeneous Networks.
Yung-Fa HuangTan-Hsu TanNeng-Chung WangYoung-Long ChenYu-Ling LiPublished in: ICMLC (2018)
Keyphrases
- resource allocation
- heterogeneous networks
- learning algorithm
- communication networks
- resource management
- multiple types
- resource allocation problems
- distributed resource allocation
- allocation problems
- resource allocation and scheduling
- scarce resources
- allocation strategies
- heterogeneous information networks
- allocate resources
- machine learning
- link prediction
- optimal resource allocation
- reinforcement learning
- training examples
- computer networks
- distributed systems
- grid environment
- cooperative
- multi agent systems
- distributed environment
- dynamic resource allocation
- resource allocation decisions