Resource Allocation in UAV-Assisted Networks: A Clustering-Aided Reinforcement Learning Approach.
Shiyang ZhouYufan ChengXia LeiQihang PengJun WangShaoqian LiPublished in: IEEE Trans. Veh. Technol. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- clustering algorithm
- resource allocation problems
- resource management
- optimal resource allocation
- allocate resources
- allocation problems
- resource allocation decisions
- allocation strategies
- resource requirements
- learning algorithm
- dynamic resource allocation
- resource usage
- flow network
- game theory
- scarce resources
- market equilibrium
- distributed resource allocation
- resource allocation and scheduling
- trading agents
- resource consumption
- bidding strategies
- reinforcement learning algorithms
- function approximation
- path planning
- multi agent
- machine learning