Dear reviewer,

This folder contains the code to reproduce Figures 2 and 3 in our paper and is structured as follows:

Folders:

results
* results for Figures 2 and 3 stored as csv files

figures
* Figures 2 and 3 stored as 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 the figures based on stored results

Bound_Optimization_Experiments.ipynb
* code to re-run the experiment where we optimise the theoretical bound (Figure 2)

Heuristic_Optimization_Experiments.ipynb
* code to re-run the experiment where we optimise the heuristic (Figure 3)

Sincerely yours,

The authors
