Resource Allocation for Multi-cell Semantic Communication based on Deep Reinforcement Learning.
Guang ChengXiaoming WangDapeng LiRui JiangYouyun XuPublished in: ICCT (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource sharing
- resource management
- resource allocation problems
- optimal resource allocation
- function approximation
- resource requirements
- state space
- allocation problems
- allocation strategies
- semantic web
- markov decision processes
- allocate resources
- resource availability
- scarce resources
- resource usage
- learning algorithm
- resource consumption
- game theory
- reinforcement learning algorithms
- temporal difference
- model free
- communication networks
- trading agents
- multi party
- optimal policy
- power allocation
- resource providers
- dynamic resource allocation
- management system
- machine learning