The name 'multi-armed bandit' brought the vision of a sci-fi or a fantasy genre character, a thief with multiple arms having a go at me for my possessions, when I came across it for the first time. Later, I got to know that this has nothing to do with sci-fi or fantasy worlds, it is a very practical concept that models the dilemma we face in today's society. As part of my personal project, I have written an exhaustive post that gives a basic understanding of this problem with a funny theme and this repository consists of a colab notebook where I have modeled a sample multi-armed bandit problem and tried to solve it with 4 different strategies