## app nim-game-ai

Nim Game Implementation with AI

### 1 stable release

 1.0.0 Aug 2, 2022

#185 in Games

9KB
173 lines

# Nim with AI

Nim is a subtraction game where two players alternately take one or more objects from one of a number of stacks, where the last player who moves wins the game.

I replicated this game's functionality within the terminal, and you can play with 2 human players or play alone against the computer.

## How the AI works

Because of funky math involved with combinatorial game theory that I barely understand myself, you are able to do a 'nim sum' of the numbers to get a value. When the nim sum is 0, no move can keep it at 0, and when it isn't 0, there is one or more moves that can bring it to 0. If a player can keep the nim sum of the game at 0 at each move, they win the game. The nim sum is calculated by converting the number of items in each stack into binary, and then applying the XOR (exclusive or) operator to each number.

Since the calculation for the nim sum is a simple logical operator, it's quite trivial to create an AI to play the game. The way my specific implemetation works is by minimizing the nim sum, optimally always reaching 0. However, a very skilled player can choose P1 or P2 depending on the stack setup and technically beat the AI if they play optimally. The game prints out the nim sum at each turn as well.