Multi-agent deep reinforcement learning for user association and resource allocation in integrated terrestrial and non-terrestrial networks.
Birabwa Joanitah DeniseDaniel T. RamotsoelaNeco VenturaPublished in: Comput. Networks (2023)
Keyphrases
- resource allocation
- reinforcement learning
- multi agent
- resource management
- resource allocation problems
- optimal resource allocation
- resource allocation decisions
- scarce resources
- multi agent systems
- allocation problems
- allocation strategies
- game theory
- negotiation mechanism
- learning algorithm
- resource requirements
- machine learning
- social welfare
- resource consumption
- bidding strategies
- single agent
- model free
- optimal policy
- flow network
- allocate resources
- peer to peer
- dynamic resource allocation
- decentralized decision making
- management system
- dynamic programming