Q-Learning Based Task Offloading and Resource Allocation in a MEC-Enabled IoT Network.
Yaoping ZengYueqiang LiuSaishen GuanWeiwei JiangYuting XiaPublished in: AIPR (2023)
Keyphrases
- resource allocation
- optimal resource allocation
- resource allocation problems
- resource management
- cloud computing
- game theory
- cooperative
- management system
- resource allocation decisions
- multi agent
- allocation strategies
- allocate resources
- cloud computing environment
- peer to peer
- resource requirements
- flow network
- dynamic resource allocation
- state space
- allocation problems
- scarce resources
- market equilibrium
- resource allocation and scheduling
- reinforcement learning
- resource availability
- communication networks
- trading agents
- social welfare
- grid environment
- function approximation
- wireless sensor networks
- learning algorithm