Deep Reinforcement Learning based Green Resource Allocation Mechanism in Edge Computing driven Power Internet of Things.
Mo YangPeng YuYing WangXiuli HuangWeiwei MiuPengfei YuWei LiRuxia YangMinxing TaoLei ShiPublished in: IWCMC (2020)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- power allocation
- resource management
- resource allocation problems
- resource requirements
- function approximation
- allocate resources
- allocation problems
- resource allocation decisions
- combinatorial auctions
- game theory
- scarce resources
- learning process
- multi agent
- machine learning
- dynamic resource allocation
- learning algorithm
- strategy proof
- resource availability
- allocation strategies
- resource consumption
- dynamic programming
- negotiation mechanism
- social welfare
- learning mechanism
- resource allocation and scheduling