Popular GitHub Repositories for Heuristics

An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.

A Pytorch implementation of Generative Adversarial Network for Heuristics of Sampling-based Path Planning

A very simple AI engine that plays a weird game with weird rules because in the end we're all weird. Mirror @ https://gitlab.com/andreabisacchi/BHESTIE_Tablut

Framework to support stitching together multiple models to create effective Computer Vision systems, as accurate or fast as you need them to be.

BN++ Data Structures and Algorithms in C++ for Bayesian Networks

Study of diferent path finding algorithms using Unity3D

Hobbyist Library Combining Machine Learning with Heuristics, Tested Across Supervised and Reinforcement Domains

A Python-based chess-like board game featuring advanced AI strategies including Minimax and Alpha-Beta pruning algorithms. Implements both offensive and defensive heuristics with performance metrics tracking and GUI visualization using Pygame.

AI chess opponent that plays reasonably well against humans (~1800-1900 ELO). The engine has 4 modes: random, minimax with piece valuation, minimax with custom piece evaluation heuristics + positional evaluation heuristic, alphabeta pruning

This project implements an AI agent to play Connect 4 using advanced search algorithms and heuristics. The AI is designed to simulate competitive gameplay with efficient decision-making, utilizing minimax-based techniques enhanced by optimizations like alpha-beta pruning and caching.

An intelligent agent designed for the Hypersonic game using advanced search algorithms and heuristics to strategically destroy boxes, collect items, and outsmart opponents. This project was developed as part of a competition and achieved top positions in the gold league.

Yeditepe University CSE-462 AI lecture 3. assignment