Deep Reinforcement Learning Aided Computation Offloading and Resource Allocation for IoT.
Yongkang GongJingjing WangTianzheng NiePublished in: ComComAP (2020)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource requirements
- allocation problems
- resource allocation problems
- optimal resource allocation
- game theory
- dynamic resource allocation
- scarce resources
- resource availability
- resource allocation decisions
- cloud computing
- management system
- function approximation
- model free
- allocation strategies
- resource usage
- grid environment
- allocate resources
- resource consumption
- social welfare
- learning process
- machine learning
- learning tasks
- optimal policy
- decision making
- learning algorithm