Deep Reinforcement Learning-Based Service-Oriented Resource Allocation in Smart Grids.
Linhan XiYing WangYang WangZhihui WangXue WangYuanbin ChenPublished in: IEEE Access (2021)
Keyphrases
- resource allocation
- service oriented
- reinforcement learning
- web services
- resource management
- workflow management
- model driven
- optimal resource allocation
- resource allocation problems
- highly dynamic
- service oriented architecture
- resource allocation decisions
- state space
- service composition
- allocation strategies
- service oriented computing
- reinforcement learning algorithms
- allocation problems
- learning algorithm
- optimal policy
- resource sharing
- combinatorial auctions
- markov decision processes
- scarce resources
- distributed resource allocation
- model free
- resource usage
- multi agent
- dynamic resource allocation
- distributed computing
- data access
- resource allocation and scheduling