Giter VIP home page Giter VIP logo

ai-tic-tac-toe's Introduction

AI-tic-tac-toe

Approach includes of construction of two models each which gets trained according to the first choice made by the player. The game works as firstly, the CPU plays with each other and store the results of each move in a list. Here the CPU is given a reward for each profitable move that decreases the probability of opponent to win and thus each move has a reward point. Among all such possible moves the CPU chooses the one with maximum rewards points and then successively proceeds till any one player wins.

Installation

Use the package manager pip.

pip install keras

Install matplotlib and csv library

pip install matplotlib
pip install csv

Dependencies

  • numpy
  • matplotlib
  • csv
  • keras

Usage

python deepdeep.py

ai-tic-tac-toe's People

Contributors

sanky2501 avatar mstale007 avatar anigor66 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.