Chess-Bot

This repository contains an AI chess Bot which was implemeted using MinMax Algorithm

Implementation Details

Built using Python-chess Library

It involves two Heuristic based optimization techniques to calculate the evaluation scores

  - Material Score Heurestics
  - Piece Square Table Heuristics 

Material Score Heuristics

  -We assign scores(their valuability) and calculate material score based on number of pieces of each type.
  -The material score is calculated by the summation of all respective piece’s weights and  multiplied by the difference between the number of that respective piece between white and black.

Piece Square Table Heuristcs

  -The individual pieces score is the sum of piece-square values of positions where the respective piece is present at that instance of the game.
  -we subract white score - black score to get total individual score

Google Collab file

 Link:-https://colab.research.google.com/drive/1as1dXICnFQuuns9e-ilBqBWxDMwuVi6r?usp=sharing