Marco Mussi, Alberto Maria Metelli and Marcello Restelli
The code requires python3 and the following packages: numpy tqdm matplotlib(v3.5.4) tikzplotlib(v0.10.1)
Experiments script is located in the scripts folder.
The configurations used in the experiments of both the main paper and the supplementary material are in the config folder.
To run the experiments of the main paper type (from the root directory): > python3 scripts/main.py <config_filename_without_extension>
If you are using this code for your scientific publications, please cite:
@inproceedings{mussi2023dynamical,
author = {Mussi, Marco and Metelli, Alberto Maria and Restelli, Marcello},
title = {Dynamical Linear Bandits},
booktitle = {International Conference on Machine Learning (ICML)},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {25563--25587},
publisher = {{PMLR}},
year = {2023}}
For any question, drop an e-mail at marco.mussi@polimi.it