# Numerical Experiments for Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning

## Requirements

Matlab

MATLAB Parallel Computing Toolbox

MATLAB Signal Processing Toolbox

## Introduction

Run PEBBAPAARL_code_1D.m and you can get the 1-d grid world results as shown in paper.

Run PEBBAPAARL_code_2D.m and you can get the 2-d grid world results as shown in paper.