Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications" Including DDPG training and validation codes. For the net bit rate in P2P network and 1-way relay network in "Deep Deterministic- Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"
Tensorflow >= 1.0
We thank the author MorvanZhou for his DDPG class codes, which is available at: https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/9_Deep_Deterministic_Policy_Gradient_DDPG
If you find it useful in your research, please consider citing:
@article{crqiu_DDPG,
Author = {Chengrun Qiu, Yang Hu, Yan Chen, Bing Zeng},
Title = {Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications},
Journal = {IEEE Internet of Things Journal},
Year = {2019}
}