Deep Q-Learning Enabled Energy-Efficient Resource Allocation and Task Deployment for MEC.
Yang LiShunyu WangGaochao XuLi MaPublished in: SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Keyphrases
- resource allocation
- energy efficient
- wireless sensor networks
- energy consumption
- reinforcement learning
- sensor networks
- cooperative
- resource management
- multi agent
- resource allocation problems
- base station
- multi hop
- learning algorithm
- energy efficiency
- state space
- multi core architecture
- resource allocation decisions
- allocation problems
- optimal resource allocation
- reinforcement learning algorithms
- routing algorithm
- routing protocol
- data sets
- wireless networks
- allocation strategies
- decision making
- scarce resources
- combinatorial auctions
- response time
- distributed resource allocation
- resource allocation and scheduling