Deep Reinforcement Learning-Based Resource Allocation for 5G Machine-Type Communication in Active Distribution Networks.
Qiyue LiHong ChengYangzhao YangHaochen TangZhi LiuYangjie CaoWei SunPublished in: MONAMI (2021)
Keyphrases
- resource allocation
- distribution networks
- reinforcement learning
- resource management
- resource allocation problems
- resource sharing
- optimal resource allocation
- allocation strategies
- resource requirements
- resource availability
- allocate resources
- allocation problems
- learning algorithm
- resource allocation and scheduling
- resource usage
- lead time
- scarce resources
- resource consumption
- resource allocation decisions
- dynamic environments
- combinatorial auctions
- dynamic resource allocation
- management system
- market equilibrium
- state space
- trading agents
- communication systems
- temporal difference