Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks.
Zhiyong LiuXin ChenYing ChenZhuo LiPublished in: SmartIoT (2019)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- social networks
- high speed
- network structure
- allocation policies
- resource allocation
- telecommunication networks
- network model
- network size
- network design
- biological networks
- machine learning
- markov decision processes
- dynamic programming
- network analysis
- action selection
- temporal difference
- deep learning
- image pairs
- temporal difference learning
- reinforcement learning methods
- learning algorithm