AI Plays Noughts and Crosses with p5.js

Are you ready to witness the power of Artificial Intelligence (AI) in your favorite childhood game? Noughts and Crosses, also known as Tic-Tac-Toe, is a simple yet exciting game that has entertained millions over the years. But have you ever wondered what it would be like to play against an AI opponent? Well, wonder no more! With the help of p5.js, we can now enjoy playing against an intelligent computer opponent in Noughts and Crosses.

Before we dive into the thrilling world of AI-powered Noughts and Crosses, let's take a moment to understand what p5.js is. p5.js is a JavaScript library that allows us to create interactive graphics and animations in the browser. It provides an easy-to-use interface that simplifies the process of developing creative and interactive web applications.

Now, let's talk about the main star of our article – AI. Artificial Intelligence refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. In the context of our Noughts and Crosses game, an AI opponent will use a set of programmed rules and strategies to make intelligent moves.

The Joy of Coding Book 23: AI plays Noughts and Crosses with p5.js

by E. R. Davies (Kindle Edition)

5 out of 5

Language	:	English
File size	:	8716 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	135 pages
Lending	:	Enabled
Paperback	:	26 pages
Item Weight	:	3.04 ounces
Dimensions	:	8.25 x 0.07 x 6 inches

FREE

The first step in creating our AI-powered Noughts and Crosses game is to set up the game board using p5.js. We'll define a grid on the canvas and give each cell a unique identifier. This will allow us to track the moves made by the player and the AI opponent.

Next, we need to implement the logic for the AI opponent. The AI will analyze the current state of the game board and make the most optimal move based on a set of predefined rules. It will consider factors such as winning positions, blocking the opponent's winning moves, and creating opportunities for winning in subsequent moves.

One of the key components of a successful AI opponent is the algorithm used to make intelligent moves. In our case, we'll be using the Minimax algorithm. The Minimax algorithm is a decision-making algorithm that is commonly used in AI games. It works by exploring all possible moves and outcomes, assigning a score to each move, and choosing the move with the highest score.

Now that our AI opponent is ready, it's time to add some visual elements to enhance the gaming experience. We can use p5.js to create interactive buttons, highlight the winning moves, and display messages to the user. These visual cues will make the game more engaging and enjoyable.

Once everything is set up, we can start playing against the AI opponent. The game will alternate between the player and the AI, allowing each participant to make a move in their turn. The AI will make its moves instantly, calculating the most optimal move using the Minimax algorithm.

Playing against an AI opponent can be both challenging and exciting. It's fascinating to witness the power of AI in action as it analyzes the game board and makes intelligent moves. As you play the game, you'll quickly realize that defeating the AI is no easy task. It will constantly adapt its strategy to counter your moves and create opportunities for itself.

So, are you up for the challenge? I bet you won't be able to resist the temptation of facing off against an AI opponent in Noughts and Crosses. Give it a try and experience the thrill of playing against a virtual opponent who never makes a wrong move!

In , p5.js allows us to bring the world of Artificial Intelligence into our favorite childhood game – Noughts and Crosses. By implementing an AI opponent using the Minimax algorithm, we can enjoy challenging games against an intelligent computer opponent. With its interactive visuals and engaging gameplay, this AI-powered version of Noughts and Crosses is sure to provide hours of entertainment and mental exercise. So, grab a friend or challenge the AI, and let the battle of wits begin!

The Joy of Coding Book 23: AI plays Noughts and Crosses with p5.js

by E. R. Davies (Kindle Edition)

5 out of 5

Language	:	English
File size	:	8716 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	135 pages
Lending	:	Enabled
Paperback	:	26 pages
Item Weight	:	3.04 ounces
Dimensions	:	8.25 x 0.07 x 6 inches

FREE

Book 23 Noughts and Crosses with AI using p5.js

Creating the very simple game of Noughts and Crosses (Tic-Tac-Toe) before adding an AI element using the Minimax algorithm. This takes you step by step through the process of using the algorithm to make the best decisions to maximise the end result. This principle can be applied to other scenarios.

The Joy of Coding Course

This course covers a wide range of topics, it is suitable for any age from 8 to 80. It starts with the basics of creating shapes, using colour and animating the shapes through to more advanced aspects of coding. You work through the course of books one at a time building on your knowledge and experience as you go through the course.

For some of you doing only the first book ‘creating shapes and movement’ will be enough to get a real taste of coding. I am hoping that you don’t stop there but continue the journey of exploring this very creative field and open up a wonderful vista of possibilities. Just keep going, keep learning and you never know where the path will lead you.

Foundation

Book 1 Creating Shapes & Movement

Book 2 Oscillations, Arrays & 3D Shapes

Book 3 Noise, Classes & Vectors

Book 4 Keyboard, Mouse & HTML

Book 5 Json, Promises & Arrow Functions

Book 6 Video & Images

Book 7 Sound and Music

Games

Book 8 Flappy Bird

Book 9 Space Invaders

Book 10 Asteroids

Book 11 PacMan

Simulation

Book 12 Pendulums and Springs

Book 13 Particle Systems

Book 14 Gravity and the Random Walker

Book 15 Steering Behaviours

Book 16 Path Following

Artificial Intelligence

Book 17 Classification

Book 18 Regression

Book 19 Pixels

Book 20 Image Classification

Book 21 PoseNet

Book 22 Feature Extraction

Book 23 Noughts & Crosses AI

Genetic Algorithms

Book 24 Evolutionary Steering

Book 25 Traveling Sales Person