Deep Reinforcement Learning-based UAV-assisted Mobile Edge Computing Offloading and Resource Allocation Decision.
Shougang DuXin ChenLibo JiaoYijie WangZhuo MaPublished in: SMC (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation decisions
- optimal resource allocation
- resource management
- resource allocation problems
- allocation problems
- resource requirements
- game theory
- resource allocation and scheduling
- decision making
- state space
- resource consumption
- resource availability
- dynamic environments
- allocate resources
- allocation strategies
- learning algorithm
- social welfare
- machine learning
- grid environment
- reinforcement learning algorithms
- function approximation
- decision makers
- supply chain
- power allocation
- dynamic resource allocation
- learning process
- multi agent