Resource Allocation in Vehicular Communications Using Graph and Deep Reinforcement Learning.
Sohan GyawaliYi QianRose Qingyang HuPublished in: GLOBECOM (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- optimal resource allocation
- resource management
- communication systems
- game theory
- resource allocation and scheduling
- directed graph
- allocation problems
- scarce resources
- machine learning
- resource requirements
- allocation strategies
- function approximation
- random walk
- market equilibrium
- dynamic resource allocation
- resource usage
- distributed resource allocation
- resource availability
- reinforcement learning algorithms
- maximum flow
- resource consumption
- combinatorial auctions
- learning algorithm
- allocate resources
- temporal difference
- traffic flow
- management system
- multi agent