quixo

Quixo game for MacOS and Linux

Implémentation en C du jeu de plateau Quixo. Quixo est un jeu de pions abstrait dérivé du "Tic-Tac-Toc" (jeu d'alignement). Le matériel se compose d'un plateau et de 25 cubes.

Computational Intelligence @ Polito - Project Assignment

Project for the Computational Intelligence course 23/24 - Politecnico di Torino

This repository showcases a project where the NEAT algorithm, which dynamically evolves neural networks by adjusting both their architecture and weights, is applied to develop an advanced game-playing agent. The project demonstrates NEAT's capability to create optimized strategies for complex gameplay scenarios.

This repository develops an AlphaZero-inspired agent for Quixo, leveraging deep learning and Monte Carlo Tree Search (MCTS) for strategy enhancement. It emphasizes self-play, dynamic data management, and exploration-exploitation balance in MCTS, aiming for peak performance in Quixo.

Dockerized .NET Blazor WebAssembly implementation of the Quixo game, complete with AI opponent using Minimax and various design patterns.

Implementation of Quixo in python

Material, laboratories and project related to "Computational Intelligence" course of A.Y. 2023/2024 at PoliTO

Project for the Computational Intelligence course 23/24 - Politecnico di Torino