This GitHub repository contains code used for plots in NeurIPS 2021 paper 'Stochastic Multi-Armed Bandits with Control Variates.'

Related tags

Deep LearningNeurIPS-2021
Overview

About Repository

This repository contains code used for plots in NeurIPS 2021 paper 'Stochastic Multi-Armed Bandits with Control Variates.'

About Code

Dependencies:

Python version: 3.9.1
Packages: numpy, pandas, scipy, matplotlib, and tqdm

Description of Files:

1. figure1a.py: This file contains code used for generating the 'Figure 1 (a)' in the paper.
2. figure1b.py: This file contains code used for generating the 'Figure 1 (b)' in the paper.
3. figure1c.py: This file contains code used for generating the 'Figure 1 (c)' in the paper.
4. figure2a.py: This file contains code used for generating the 'Figure 2 (a)' in the paper.
5. figure2b.py: This file contains code used for generating the 'Figure 2 (b)' in the paper.
6. figure2c.py: This file contains code used for generating the 'Figure 2 (c)' in the paper.
7. figure3a.py: This file contains code used for generating the 'Figure 3 (a)' in the paper.
8. figure3b.py: This file contains code used for generating the 'Figure 3 (b)' in the paper.
9. figure3c.py: This file contains code used for generating the 'Figure 3 (c)' in the paper.

Directories:

1. plots: This directory contains plots generated after running different python files.

How to Run?

To generate any figure used in the code, run 'python file_name.py' where file_name corresponds to the python file of figure. 
Ensures all dependencies met before running the code.
Owner
Arun Verma
Research Fellow, National University of Singapore
Arun Verma
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