https://github.com/neelanjan00/chessai

An AI chess engine developed in Javascript that implements a Mini-Max algorithm to perform an adversarial search with the objective of finding the next best move. To make the process of searching the game tree more efficient, Alpha-Beta pruning is incorporated in the logic. The heuristic function to evaluate the board position is defined as the sum of individual piece cost weighted according to the piece-square table. Finally, there's a leaderboard for those who successfully beat the AI, which is implemented using Firebase Cloud Firestore.
https://github.com/neelanjan00/chessai

artificial-intelligence firebase javascript webapp

Last synced: 2 months ago
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An AI chess engine developed in Javascript that implements a Mini-Max algorithm to perform an adversarial search with the objective of finding the next best move. To make the process of searching the game tree more efficient, Alpha-Beta pruning is incorporated in the logic. The heuristic function to evaluate the board position is defined as the sum of individual piece cost weighted according to the piece-square table. Finally, there's a leaderboard for those who successfully beat the AI, which is implemented using Firebase Cloud Firestore.

• Host: GitHub
• URL: https://github.com/neelanjan00/chessai
• Owner: neelanjan00
• Created: 2021-02-23T07:39:02.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2021-07-07T16:00:52.000Z (almost 5 years ago)
• Last Synced: 2025-06-10T10:49:17.920Z (about 1 year ago)
• Topics: artificial-intelligence, firebase, javascript, webapp
• Language: JavaScript
• Homepage: https://playchessai.web.app/
• Size: 147 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
![Chess AI](https://firebasestorage.googleapis.com/v0/b/neelanjan-manna.appspot.com/o/project-images%2FScreenshot%20from%202021-02-23%2013-06-02.png?alt=media&token=1838019f-252c-4ab0-9720-0d110d0b7ddd)

Welcome to Chess AI 👋



  

  

    

  



> An AI chess engine developed in Javascript that implements a Mini-Max algorithm to perform an adversarial search with the objective of finding the next best move. To make the process of searching the game tree more efficient, Alpha-Beta pruning is incorporated in the logic. The heuristic function to evaluate the board position is defined as the sum of individual piece cost weighted according to the piece-square table. Finally, there's a leaderboard for those who successfully beat the AI, which is implemented using Firebase Cloud Firestore.

### 🏠 [Homepage](https://github.com/neelanjan00/ChessAI)

### ✨ [Demo](https://playchessai.web.app/)

## Usage

```sh

Execute the public/index.html file

```

## Author

👤 **Neelanjan Manna**

* Website: https://neelanjanmanna.ml/

* Twitter: [@NeelanjanManna](https://twitter.com/NeelanjanManna)

* Github: [@neelanjan00](https://github.com/neelanjan00)

* LinkedIn: [@neelanjan00](https://linkedin.com/in/neelanjan00)

## Show your support

Give a ⭐️ if this project helped you!