Simulation

Simulation involves modeling and creating artificial representations of real-world systems to understand their behavior or make predictions.

Simulation study has many applications. One such application is in the area of game development. In this work a program oriented simulation of a two player game is conducted with the goal of finding out the duration to which it would last. While a simulation provided empirical results on a fixed set of runs of the game, an application of an analytical method derived the expected value for the duration of each game. Distribution of frequencies for the number of cycles of a game set in the simulations were computed and visualized as histograms.

Markov chain

Any stochastic process that possesses the Markov property is called a Markov chain.

The Game

There are two players, A and B. At the beginning of the game, each starts with 4 coins, and there are 2 coins in the pot. A goes first, then B, then A,. . . . During a particular player's turn, the player tosses a 6-sided die. If the player rolls a: _ 1, then the player does nothing. _ 2: then the player takes all coins in the pot. _ 3: then the player takes half of the coins in the pot (rounded down). _ 4,5,6: then the player puts a coin in the pot.

A player loses (and the game is over): if they are unable to perform the task (i.e., if they have 0 coins and need to place one in the pot).

Cycle

We define a cycle as A and then B completing their turns. The exception is if a player goes out; that is the final cycle (but it still counts as the last cycle).

Simulation Run

Open a Python console (Python version 3.7 or later) and navigate to the directory containing the file anothergame.py.
Run the command python anothergame.py
Results will be displayed and the histogram will be downloaded as image in the same directory.

techbrainwave/Game-Simulations

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