Reinforcement-Learning-Based Network Slicing and Resource Allocation for Multi-Access Edge Computing Networks.
Shurui JiangJun ZhengFeng YanShuyuan ZhaoPublished in: IEEE Trans. Cogn. Commun. Netw. (2024)
Keyphrases
- resource allocation
- optimal resource allocation
- network structure
- reinforcement learning
- complex networks
- resource management
- network model
- flow network
- access points
- computer networks
- network resources
- heterogeneous networks
- resource allocation decisions
- resource availability
- allocation problems
- cellular networks
- resource allocation problems
- community structure
- resource requirements
- access control
- communication networks
- social networks
- allocation strategies
- combinatorial auctions
- state space
- allocate resources
- dynamic resource allocation
- scarce resources
- wireless sensor networks
- optimal policy
- resource usage
- markov decision processes
- distributed resource allocation