Deep Reinforcement Learning for Downlink Resource Allocation in Vehicular Small Cell Networks.
Ibtissem BrahmiMonia HamdiInes RahmanyFaouzi ZaraiPublished in: NCA (2022)
Keyphrases
- resource allocation
- reinforcement learning
- heterogeneous networks
- resource management
- resource allocation problems
- allocation problems
- optimal resource allocation
- resource allocation decisions
- allocation strategies
- scarce resources
- multi agent
- resource allocation and scheduling
- learning algorithm
- resource availability
- social welfare
- reinforcement learning algorithms
- model free
- combinatorial auctions
- traffic flow
- state space
- resource requirements
- network resources
- temporal difference
- dynamic resource allocation
- distributed resource allocation