Performance of Q-learning based resource allocation for D2D communications in heterogeneous networks.
Shu-Hung LeeXiao-Pei ShiTan-Hsu TanYu-Lin LeeYung-Fa HuangPublished in: ICT Express (2023)
Keyphrases
- resource allocation
- heterogeneous networks
- communication networks
- reinforcement learning
- resource management
- multi agent
- cooperative
- resource allocation problems
- state space
- learning algorithm
- heterogeneous information networks
- model free
- optimal resource allocation
- reinforcement learning algorithms
- link prediction
- allocation strategies
- allocation problems
- scarce resources
- social networks
- distributed resource allocation
- multiple types
- optimal policy
- resource allocation and scheduling
- real world
- co occurrence
- training data
- dynamic resource allocation
- resource allocation decisions