Combining graph neural network with deep reinforcement learning for resource allocation in computing force networks.
Xueying HanMingxi XieKe YuXiaohong HuangZongpeng DuHuijuan YaoPublished in: Frontiers Inf. Technol. Electron. Eng. (2024)
Keyphrases
- resource allocation
- neural network
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- allocation strategies
- resource allocation decisions
- allocate resources
- allocation problems
- network model
- random walk
- function approximation
- resource availability
- resource requirements
- social networks
- scarce resources
- distributed resource allocation
- machine learning
- resource allocation and scheduling
- learning capabilities
- combinatorial auctions
- complex networks
- network structure
- optimal policy
- state space