Multiagent Deep-Reinforcement-Learning-Based Virtual Resource Allocation Through Network Function Virtualization in Internet of Things.
Hurmat Ali ShahLian ZhaoPublished in: IEEE Internet Things J. (2021)
Keyphrases
- resource allocation
- multiagent learning
- optimal resource allocation
- reinforcement learning
- multi agent
- future internet
- resource allocation problems
- resource management
- scarce resources
- cloud computing environment
- allocation problems
- peer to peer
- learning agents
- operating system
- distributed resource allocation
- allocation strategies
- resource requirements
- resource allocation and scheduling
- virtual machine
- game theory
- autonomous agents
- multi agent systems
- cloud computing
- market equilibrium
- resource allocation decisions
- multiagent systems
- dynamic resource allocation
- allocate resources
- combinatorial auctions
- learning capabilities
- load balancing
- function approximation
- distributed computing
- optimal policy
- data transfer
- resource consumption
- social welfare