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react-tic-tac-toe's Introduction

Tic-Tac-Toe

This is a tic-tac-toe game written in React with JSX. It features a computer player that cannot be beaten (only tied). You can play the game here.

Artificial Intelligence

The computer is equipped with an artificial intelligence created to maximize its chance at winning the game. As such, the computer cannot be beaten. At best, a human can tie. The artificial intelligence code is located in TicTacToe.js. It works as follows:

  1. The script will iterate over empty squares. If it could win immediately, it will take that square. Else:
  2. The Script will iterate over empty squares. If it could block a human opponent's win, it will take that square. Else:
  3. The script will run NUM_TRIALS (currently set at 500) trial simulated games. It will randomly choose an empty square to move to, simulate an opponent's move and so forth until there is a winner. The computer's moves will be scored appropriately depending on a win or a loss according to WIN_WEIGHT and LOSS_WEIGHT, respectively. Both are initially set to +1 and -1, respectively. The computer will subsequently move to the empty square with the maximum score.

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