Valko, D., & Kudenko, D. (2024). Sustainable broadcasting in Blockchain Network with Reinforcement Learning. arXiv. https://doi.org/10.48550/arXiv.2407.15616
@misc{ValkoKudenko2022,
title={Sustainable broadcasting in Blockchain Network with Reinforcement Learning},
author={Danila Valko and Daniel Kudenko},
year={2024},
publisher={arXiv},
howpublished={arXiv},
doi = {https://doi.org/10.48550/arXiv.2407.15616},
}
BlockSim requires some virtual environment with certain dependencies, see requirements.txt
.
conda create -n blocksim python=3.9
conda activate blocksim
pip install -r requirements.txt
- test simulator
python -m blocksim.blocksim
- run training
source activate blocksim && python train.py --n_envs 4
- run experiments
python exp.py --k 1000
- We used BlockSim - a framework for modeling and simulating blockchain protocols (Faria & Correia, 2019), see GitHub.