Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet.
Fengxiao TangYibo ZhouNei KatoPublished in: IEEE J. Sel. Areas Commun. (2020)
Keyphrases
- resource allocation
- reinforcement learning
- dynamic resource allocation
- long term evolution
- resource allocation problems
- optimal resource allocation
- resource management
- resource requirements
- resource availability
- allocation problems
- dynamic environments
- resource allocation and scheduling
- combinatorial auctions
- scheduling and resource allocation
- reinforcement learning algorithms
- learning algorithm
- market equilibrium
- model free
- resource consumption
- resource usage
- markov decision processes
- resource allocation decisions
- multi agent