Semantic-Aware Resource Allocation Based on Deep Reinforcement Learning for 5G-V2X HetNets.
Zhiyu ShaoQiong WuPingyi FanNan ChengQiang FanJiangzhou WangPublished in: CoRR (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- reinforcement learning algorithms
- function approximation
- machine learning
- optimal resource allocation
- learning algorithm
- scarce resources
- multi agent
- model free
- temporal difference
- resource requirements
- allocation problems
- state space
- game theory
- resource allocation and scheduling
- combinatorial auctions
- social welfare
- distributed resource allocation
- resource allocation decisions
- resource consumption
- allocation strategies
- learning process
- cooperative
- allocate resources
- job scheduling
- resource usage
- optimal policy