Sequential State Q-learning Uplink Resource Allocation in Multi-AP 802.11be Network.
Yue LiuYide YuZhenyu DuLaurie G. CuthbertPublished in: VTC Fall (2022)
Keyphrases
- resource allocation
- optimal resource allocation
- state space
- resource management
- resource allocation problems
- cooperative
- allocation strategies
- function approximation
- resource requirements
- allocation problems
- reinforcement learning
- dynamic resource allocation
- flow network
- resource allocation decisions
- learning algorithm
- scarce resources
- peer to peer
- resource availability
- resource usage
- model free
- combinatorial auctions
- packet scheduling
- decision making