Deep Reinforcement Learning Based Resource Allocation for 5G V2V Groupcast Communications.
Shang-Huan WuRen-Hung HwangChih-Yu WangChing-Hsuan ChouPublished in: ICNC (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- function approximation
- resource requirements
- game theory
- model free
- allocation problems
- optimal resource allocation
- scarce resources
- communication systems
- resource allocation decisions
- state space
- dynamic programming
- resource allocation and scheduling
- dynamic resource allocation
- temporal difference
- allocate resources
- reinforcement learning algorithms
- communication networks
- optimal policy
- resource consumption
- combinatorial auctions
- learning algorithm
- social welfare
- job scheduling
- allocation strategies
- resource availability
- machine learning
- test bed
- management system