Deep-Reinforcement-Learning-Based Resource Allocation in ultra-dense network.
Rui HuangiJiangbo SiJia ShiZan LiPublished in: WCSP (2021)
Keyphrases
- resource allocation
- optimal resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- scarce resources
- resource allocation decisions
- resource requirements
- allocation problems
- allocation strategies
- machine learning
- combinatorial auctions
- function approximation
- resource availability
- allocate resources
- communication networks
- optimal policy
- peer to peer
- resource usage
- temporal difference
- flow network
- dynamic resource allocation
- learning algorithm