https://github.com/yoch/2048-ai

AI for 2048 game
https://github.com/yoch/2048-ai

ai bitboards game-2048 monte-carlo

Last synced: 10 days ago
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AI for 2048 game

• Host: GitHub
• URL: https://github.com/yoch/2048-ai
• Owner: yoch
• License: gpl-3.0
• Created: 2016-02-24T12:37:25.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2021-04-27T19:52:16.000Z (over 3 years ago)
• Last Synced: 2024-11-05T23:11:53.624Z (about 2 months ago)
• Topics: ai, bitboards, game-2048, monte-carlo
• Language: C++
• Size: 21.5 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 2048-AI

AI for 2048 game.

Based on a fast bitboard, it can make around 10.000.000 moves per second on my CPU (Intel i3 M370 2.4 GHz).

The AI algorithm is very simple and inspired by the [Monte-Carlo approach](https://en.wikipedia.org/wiki/Monte_Carlo_tree_search#Pure_Monte_Carlo_game_search).

### Compiling

A makefile is provided to compile the demo. It require gcc or clang (which is better).

Also, please note that compiling in 64 bits is recommended.

### Usage

To run the demo  :

`./2048 [nruns]`

(`nruns` is the number of playouts per move, by default `nruns` is set to 500.)