Dear reviewer,

This folder contains the code to reproduce Figure 1 in our paper and is structured as follows:

Folders:

results
* results for Figure 1 stored as csv files

figures
* Figure 1 stored as a pdf file

Python Files:  

models.py and policies.py
* the different policies and different regularisations used in our paper

utils.py
* useful functions needed to run the code


Notebooks:  

Figures.ipynb
* code to reproduce Figure 1 based on stored results

Bound_Optimization_Experiments.ipynb
* code to re-run the experiment for Figure 1


Sincerely yours,

The authors
