index.rst

Welcome to Lilian Besson's "AlgoBandits" project documentation!

A research framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms: UCB, KL-UCB, Thompson... and MusicalChair, ALOHA, MEGA, rhoRand etc.

Note

See more on the GitHub page for this project: https://naereen.github.io/AlgoBandits/. The project is also hosted on Inria GForge, and the documentation can be seen online at http://banditslilian.gforge.inria.fr/.

Bandit algorithms, Lilian Besson's "AlgoBandits" project

This repository contains the code of my numerical environment, written in Python, in order to perform numerical simulations on single-player and multi-players Multi-Armed Bandits (MAB) algorithms.

I (Lilian Besson) have started my PhD in October 2016, and this is a part of my on going research since December 2016.

How to cite this work?

If you use this package for your own work, please consider citing it with this piece of BibTeX: :

@misc{AlgoBandits,
    title =   {{AlgoBandits: an Open-Source Research Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python}},
    author =  {Lilian Besson},
    year =    {2018},
    url =     {https://github.com/Naereen/AlgoBandits/},
    note =    {Code at https://github.com/Naereen/AlgoBandits/, documentation at http://banditslilian.gforge.inria.fr/}
}

---

README.md docs/modules.rst How_to_run_the_code.md PublicationsWithAlgoBandits.md Aggregation.md MultiPlayers.md DoublingTrick.md API.md TODO.md plots/README.md notebooks/README.md notebooks/list.rst Policies/C/README.md Profiling.md uml_diagrams/README.md logs/README.md CONTRIBUTING.md CODEOFCONDUCT.md

Note

Both this documentation and the code are publically available avaible, under the open-source MIT License. The code is hosted on GitHub at github.com/Naereen/AlgoBandits.

Indices and tables

• genindex
• modindex
• classindex,
• funcindex,
• methindex,
• staticmethindex,
• attrindex,
• search.