Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks.
Kangwei QiQiong WuPingyi FanNan ChengWen ChenJiangzhou WangKhaled B. LetaiefPublished in: CoRR (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- resource allocation problems
- resource requirements
- function approximation
- game theory
- allocate resources
- resource allocation decisions
- allocation problems
- allocation strategies
- distributed resource allocation
- multi agent
- scarce resources
- power allocation
- resource availability
- resource usage
- resource consumption
- state space
- dynamic resource allocation
- combinatorial auctions
- optimal policy
- dynamic programming
- flow network
- learning algorithm
- envy free
- social welfare
- management system