https://github.com/nilusche/chess-engine-ai-in-pygame

Some AI Algorithms in Pygame
https://github.com/nilusche/chess-engine-ai-in-pygame

8queens ai chess pathfinding pygame python tic-tac-toe

Last synced: about 2 months ago
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Some AI Algorithms in Pygame

• Host: GitHub
• URL: https://github.com/nilusche/chess-engine-ai-in-pygame
• Owner: Nilusche
• Created: 2022-04-17T12:07:18.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2022-10-19T22:10:49.000Z (about 2 years ago)
• Last Synced: 2023-03-07T11:20:56.766Z (almost 2 years ago)
• Topics: 8queens, ai, chess, pathfinding, pygame, python, tic-tac-toe
• Language: Python
• Homepage:
• Size: 24.7 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AI in Python's Pygame

Learning concepts of AI in Pygame.

## Chess engine using different types of agents.

Currently this agent can play using the minimax, negamax, monte carlo tree search or random action selection.

Im looking into implementing reinforcement learning just like in alphazero or using basic deep learning.

![chess](https://user-images.githubusercontent.com/73897941/175335271-b907cf17-6754-4690-8c93-c4c017c9456b.gif)

## 8 Queens Problem using Genetic Algorithm and Backtracking

![Gen_algorithm (1) (1)](https://user-images.githubusercontent.com/73897941/175332852-473c31ad-2cdc-475f-b7cc-b66d9b4518ee.gif)

## A*/BFS/DFS Pathfinding Problems

![astar](https://user-images.githubusercontent.com/73897941/175330848-972b87f0-bf80-47b5-9f10-28197094e46e.gif)

## Tic Tac Toe Minimax Algorithm

![tictactoe](https://user-images.githubusercontent.com/73897941/175334306-55fe140f-5366-4695-86f2-d581b0df755d.gif)