tictactoe-ai-tfjs and tictactoe

These are competitors—both implement machine learning approaches to Tic Tac Toe game AI, with one using TensorFlow.js for neural network training and the other using a separate ML methodology, serving the same use case of automated opponent play.

tictactoe-ai-tfjs
43
Emerging
tictactoe
34
Emerging
Maintenance 0/25
Adoption 8/25
Maturity 16/25
Community 19/25
Maintenance 0/25
Adoption 8/25
Maturity 8/25
Community 18/25
Stars: 61
Forks: 18
Downloads:
Commits (30d): 0
Language: JavaScript
License: MIT
Stars: 59
Forks: 13
Downloads:
Commits (30d): 0
Language: JavaScript
License:
Stale 6m No Package No Dependents
No License Stale 6m No Package No Dependents

About tictactoe-ai-tfjs

GantMan/tictactoe-ai-tfjs

Train your own TensorFlow.js Tic Tac Toe

This project helps you understand how a computer can learn to play Tic Tac Toe. You provide the game's state as input, and the system predicts the best next move. This is for anyone curious about how basic artificial intelligence works through a fun, classic game.

game-AI-learning neural-networks-basics machine-learning-demonstration educational-AI game-strategy-AI

About tictactoe

rolyatmax/tictactoe

Tic Tac Toe Machine Learning

This project helps anyone curious about how basic machine learning, specifically reinforcement learning, works by teaching a computer to play Tic Tac Toe. You provide the game environment, and the system outputs a 'policy' or strategy that the computer uses to make moves, eventually playing optimally. It's designed for someone interested in observing or experimenting with machine learning fundamentals in a simple, understandable context.

reinforcement-learning game-AI educational-tool machine-learning-demonstration

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