The source code entitled, "Deep Learning-Aided User Association and Power Control with Renewable Energy Sources". [Paper link(will be updated)]

• Tensorflow 1.13.1
• Python>=3
• tqdm
• scipy

1. Clone Repository
2. Install dependencies

pip install tqdm

conda install tensorflow-gpu==1.13.1

pip install scipy

3. Run setup.py

python setup.py develop

1. You can download the dataset and NN model in the following link:

dataset: https://drive.google.com/file/d/1uZsHcxr3lrwpEnUTrBcav1kxCUZ97YEU/view?usp=sharing

model :https://drive.google.com/file/d/16y1QVesBemEWRj4k_FRGpIrpxS7MKstB/view?usp=sharing

2. Data location: ./DATA/
3. Model location: ./Models/BS4_UE40_Bh20
4. Run the test code

python tools/DDPG_test.py

• Will be uploaded after software registration & pending patent
• See here