Reinforcement Learning-Based Resource Allocation for Coverage Continuity in High Dynamic UAV Communication Networks.
Jiandong LiChengyi ZhouJunyu LiuMin ShengNan ZhaoYu SuPublished in: IEEE Trans. Wirel. Commun. (2024)
Keyphrases
- resource allocation
- communication networks
- reinforcement learning
- dynamic resource allocation
- wireless communication
- resource allocation problems
- resource management
- resource availability
- computer networks
- dynamic environments
- distributed databases
- allocation strategies
- resource allocation decisions
- allocation problems
- allocate resources
- network structure
- reinforcement learning algorithms
- optimal policy
- scarce resources
- optimal resource allocation
- state space
- network traffic
- markov decision processes