Two-Tier Resource Allocation in Dynamic Network Slicing Paradigm with Deep Reinforcement Learning.
Guo YangQi LiuXiangwei ZhouYuwen QianWen WuPublished in: GLOBECOM (2019)
Keyphrases
- resource allocation
- optimal resource allocation
- reinforcement learning
- dynamic resource allocation
- resource management
- resource allocation problems
- resource availability
- allocation strategies
- allocation problems
- resource allocation and scheduling
- resource requirements
- resource usage
- dynamic environments
- scarce resources
- function approximation
- learning algorithm
- multi source
- reinforcement learning algorithms
- grid environment
- resource consumption
- combinatorial auctions
- optimal policy
- flow network
- wireless sensor networks
- cooperative