Decentralized Multi-Agent DQN-Based Resource Allocation for Heterogeneous Traffic in V2X Communications.
Insung LeeDuk Kyung KimPublished in: IEEE Access (2024)
Keyphrases
- resource allocation
- multi agent
- decentralized decision making
- negotiation mechanism
- grid environment
- resource management
- game theory
- cooperative
- network traffic
- intelligent agents
- resource allocation problems
- optimal resource allocation
- multiagent systems
- traffic flow
- resource requirements
- resource availability
- multi agent systems
- reinforcement learning
- allocation problems
- real time
- dynamic resource allocation
- resource allocation decisions
- resource usage
- resource allocation and scheduling
- resource utilization
- single agent
- communication systems
- software agents
- autonomous agents
- learning agents
- combinatorial auctions
- communication networks
- scarce resources
- distributed resource allocation
- bidding strategies
- multiple agents
- allocation strategies
- packet scheduling
- state space
- decision making