The repository contains the code for implementing and evaluating the Deep Q-Network for IScaler. The original paper is: AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach. This paper was published in IEEE Transaction on Network and Service Management (DOI: 10.1109/TNSM.2021.3066625).
Install Jupyter Notebook and the required python packages.
The notebook is documented and has all the details in addition to the dataset used.
If you found our paper useful, please consider citing it:
@article{9380677,
author={H. {Sami} and H. {Otrok} and J. {Bentahar} and A. {Mourad}},
journal={IEEE Transactions on Network and Service Management},
title={AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach},
year={2021},
volume={},
number={},
pages={1-1},
doi={10.1109/TNSM.2021.3066625}
}