Deep Deterministic Policy Gradient (DDPG)-Based Energy Harvesting Wireless Communications.
Chengrun QiuYang HuYan ChenBing ZengPublished in: IEEE Internet Things J. (2019)
Keyphrases
- wireless communication
- policy gradient
- sensor nodes
- wireless sensor networks
- wireless networks
- energy consumption
- sensor networks
- short range
- computer simulation
- communication networks
- reinforcement learning
- function approximation
- gradient method
- fourth generation
- optimal control
- approximation methods
- cognitive radio
- sensor data
- long range
- single agent
- partially observable markov decision processes
- average reward
- machine learning
- variance reduction
- dynamic programming