Deep Deterministic Policy Gradient With Prioritized Sampling for Power Control.
Shiyang ZhouYufan ChengXia LeiHuanhuan DuanPublished in: IEEE Access (2020)
Keyphrases
- power control
- policy gradient
- resource management
- power consumption
- energy efficient
- variance reduction
- wireless mesh networks
- multi hop
- reinforcement learning
- power management
- wireless networks
- function approximation
- optimal control
- cognitive radio
- monte carlo
- resource allocation
- reinforcement learning algorithms
- sample size
- approximation methods
- gradient method
- energy consumption
- management system
- neural network
- routing protocol
- average reward
- computational complexity