DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing.
Qiang LiuTao HanNing ZhangYe WangPublished in: GLOBECOM (2020)
Keyphrases
- resource allocation
- optimal resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- allocation strategies
- resource allocation decisions
- allocation problems
- scarce resources
- learning process
- function approximation
- dynamic resource allocation
- resource availability
- resource requirements
- wireless sensor networks
- resource consumption
- machine learning
- game theory
- peer to peer
- allocate resources
- power allocation
- market equilibrium
- combinatorial auctions
- communication networks
- markov decision processes
- multi agent
- learning algorithm