Pathfinding Algorithm Implementations ML Frameworks

Educational and practical implementations of pathfinding algorithms (A*, Dijkstra, BFS, greedy search) for navigation problems like maze solving, route planning, and graph traversal. Does NOT include general search algorithms for constraint satisfaction, game AI solvers, or other AI problem-solving domains unrelated to finding optimal paths.

There are 118 pathfinding algorithm implementations frameworks tracked. 1 score above 50 (established tier). The highest-rated is forestagostinelli/deepxube at 55/100 with 10 stars.

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#	Framework	Score	Tier	Stars	Language
1	forestagostinelli/deepxube Learn a domain-specific heuristic function in a domain-independent fashion...	55	Established	10	Python
2	misaghsoltani/DeepCubeAI Learning Discrete World Models for Heuristic Search	39	Emerging	10	Python
3	FK04/AI_Lab AI lab implementations covering informed and uninformed search algorithms...	35	Emerging	6	Jupyter Notebook
4	algoprog/Laby Maze generator, editor & solver in Java	35	Emerging	6	Java
5	tekian/path-finder Visualization tool to demonstrate how different search algorithms work.	34	Emerging	6	Python
6	PiSimo/Mens Brain game that tries to spot signs of memory leak like alzheimer (with...	34	Emerging	7	Java
7	VedantKhairnar/The-Maze-Runner AI : Use of Greedy Best First Search Traversal to find route from Source to...	34	Emerging	6	HTML
8	JoanStinson/Pathfinding C++ SDL AI Pathfinding: BFS, Dijkstra, GBFS and A* algorithms.	33	Emerging	11	C++
9	danyalimran93/Artificial-Intelligence-State-Space-Search Different Searching algorithms (DFS, BFS, IDS, Greedy, A*) opting to find...	33	Emerging	26	Java
10	brozjak2/HSVIforOSPOSGs.jl Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games	32	Emerging	3	Julia
11	Areesha-Tahir/BFS-DFS-Maze-Solver-In-Python A program to solve a maze using Breadth First Search (BFS) and Depth First...	32	Emerging	12	Python
12	hunzaGit/Algoritmo-A-estrella Implementación del Algoritmo A* con interfaz gráfica en Java	31	Emerging	4	Java
13	detiuaveiro/ia-tpg-rush-hour-77036_102477_ia Final project for the "Artificial Intelligence" subject, which consisted in...	31	Emerging	2	Python
14	fegemo/cefet-games-pathfinding Ajude Gon a chegar do outro lado, seco.	31	Emerging	2	Java
15	pstlab/oRatio oRatio is an Integrated Logic and Constraint based solver	30	Emerging	6	C++
16	batoomer/search-visualizer Interactive web-based visualization of Search Algorithms in AI	30	Emerging	2	JavaScript
17	SameetAsadullah/Maze-Solver-Using-DFS Implemented Maze Solver using Depth First Search (DFS) in Python Language	29	Experimental	1	Python
18	Adnu100/AI_with_Maze All the artificial intelligence algorithms implemented in Python for maze problem	29	Experimental	11	Python
19	jainaviral898/mapp-cbs-aifa Multiagent Pathfinding Problem for agricultural swarm agents. Used CBS...	26	Experimental	6	Python
20	HaleemaJamil/Rescue-1122-Route-Planner-using-A-star-algorithm Rescue 1122 Route Planner is a Artificial Intelligence project which...	26	Experimental	7	Python
21	ArmaghanSarvar/Classical-Search-Algorithms Implementations of Graph and Tree search algorithms to find the path to the goal.	24	Experimental	5	Java
22	amir-hossein-khodaei/ai-pathfinding-benchmarks Benchmarking suite for A* vs SMA* pathfinding efficiency using Scikit-Learn...	24	Experimental	1	Java
23	luisalejandrobf/Prolog_BestFirst-A-Algorithm-BreadthFirstSearch Implementation of the Best First/A* Algorithm and Breadth-first Search...	23	Experimental	4	Prolog
24	rehanjavedofficial/AI-Search-Algorithms Artificial Intelligence Search Algorithms to find the targeted data easily and fastly	23	Experimental	4	Java
25	Rova50/Recherche-operationnelle This project is about to show you the resolution of operational search	23	Experimental	3	JavaScript
26	tjfy1992/Robot-Path-planning-AStar Robot path planning using A-star algorithm	22	Experimental	2	Java
27	Smugp/FamilySearch-Ancestor-Counter-Visualizer-and-Exporter Count, visualize, and export unique ancestors from FamilySearch pedigree...	22	Experimental	—	JavaScript
28	corentin-ballot/Takuzu-solver Rendu de TP d'Intelligence Artificielle	22	Experimental	1	Java
29	man1han/AI-ShortestPath Shortest path using A* and Theta* algorithms	22	Experimental	2	Python
30	doruirimescu/Astar Multi agent path planning with A*	22	Experimental	6	C++
31	devmanb/taquin_a_star_IA Jeu de taquin en javascript et Algorithme A star	22	Experimental	2	JavaScript
32	Pari0513/STAN 🌐 Enhance pathfinding with STAN, a graph navigation system that merges A*...	21	Experimental	—	—
33	codersanjeev/artificial-intelligence-in-java Implementation of some basic Artificial Intelligence Algorithms in Java.	21	Experimental	1	Java
34	ShamimRahmanSam/Locating-Hospitals-for-Nearby-Houses-by-Hill-Climbing-Search-Algorithm This project is an AI project. I used the Hill-Climbing Search Algorithm by...	21	Experimental	1	Python
35	minhngt62/bridge-and-torch A project aims to implement AI search algorithms to solve the Bridge and...	21	Experimental	—	Python
36	tjfy1992/Robot-Path-planning-BFS Robot path planning using breadth-first-search algorithm	21	Experimental	1	Java
37	ggardiles/AI-Subway-SmartRoute Route recommendations for subway/metro using the A* Algorithm	21	Experimental	1	Java
38	TheWinczi/AI_Path_Finder Project in the subject of Artificial Intelligence. Program has to find a...	21	Experimental	1	Python
39	Areesha-Tahir/GBFS-A_Star-Maze-Slover-In-Python A program to solve a maze using Greedy Best First Search (GBFS) and A Star algorithm.	21	Experimental	11	Python
40	mahdizynali/Earth-Map-Route-Planning Route planning on Earth map with opencv c++ through Greedy , A-start and...	20	Experimental	8	C++
41	WesOfX/astar Efficient shortest-path algorithm implemented in C++	20	Experimental	7	C++
42	brice-allen/npuz CSCI-4202 - Artificial Intelligence - Program 2 – Game Playing	19	Experimental	3	Julia
43	mtbelkebir/MazeSearch An illustration of various pathfinding algorithms used in AI.	19	Experimental	3	Python
44	hanzopgp/ArchitectApp Architecture app, AI-Driven decision making, implementing several algorithms...	18	Experimental	2	Java
45	ereyesribes/A-STAR An implementation of the A-STAR algorythm made with TypeScript and LoDash.	18	Experimental	2	TypeScript
46	KDevZilla/AStar The A* search algorithm written in C#	18	Experimental	2	C#
47	brice-allen/csci4202 CSCI-4202 - Artificial Intelligence - Programming Assignment 1 – Problem...	18	Experimental	2	Go
48	Garnica1999/SearchTransmilenioIA Proyecto Transmilenio para buscar la mejor ruta entre multiples estaciones...	18	Experimental	2	Jupyter Notebook
49	Sahil3201/maze-solver Repo for maze generation and pathfinding algorithms, including BFS, DFS, A*,...	17	Experimental	1	Python
50	SameetAsadullah/Maze-Solver-Using-BFS Implemented Maze Solver using Breadth First Search (BFS) in Python Language	17	Experimental	1	Python
51	Allicai/high-speed-rail HSR Algorithm; Finding an ideal railway network for North America using data...	17	Experimental	1	Jupyter Notebook
52	SameetAsadullah/Maze-Solver-Using-GBFS Implemented Maze Solver using Greedy Best-First Search (GBFS) in Python Language	17	Experimental	1	Python
53	magalhaesdavi/pathfinding-algorithms Python implementation and performance analysis of pathfinding algorithms. In...	17	Experimental	1	Jupyter Notebook
54	arnauruana/local-search-bicing 🗺️ Local Search for Bicing (IA-FIB)	17	Experimental	1	Java
55	MTSami/UAB_AI_Fall2021 This repository is a demonstration of the classic path-finding algorithm D*...	17	Experimental	1	Python
56	glweber/busca_fsi Academic Assignment on Search Algorithms Presented in the Fundamentals of...	17	Experimental	1	Python
57	aminakbari7/maze_game solve maze game with Ai(bfs)	17	Experimental	1	Python
58	afsharino/Butter-Robot a robot that carrying butter on the table with using search algorithms	17	Experimental	1	Python
59	MatiasCarabella/robotic-positioning-search Java implementation of exhaustive and heuristic search algorithms for...	17	Experimental	—	Java
60	magalhaesdavi/path-finding-visualization Visualization of A* algorithm solution implemented in...	17	Experimental	1	Python
61	SameetAsadullah/Maze-Solver-Using-A-Star Implemented Maze Solver using A-Star (A*) in Python Language	17	Experimental	1	Python
62	ademarazn/PATHFINDING Pathfinding algorithm made for the Artificial Intelligence discipline.	17	Experimental	1	Java
63	eddndev-archive/iabi Visualizador interactivo de consola en C++ para algoritmos de búsqueda (A*,...	14	Experimental	4	C++
64	bytewithahmad/Syntexhub_Maze_Solver_Astar Artificial Intelligence project implementing the A* pathfinding algorithm in...	14	Experimental	1	Python
65	jurrutiap/MazeSolver_IA UNAL - Introduction to Artificial Intelligence Maze-Solver. This project...	14	Experimental	—	Python
66	FarrelAD/Greedy-Best-First-Search A project implements the 'Greedy Best First Search' algorithm.	13	Experimental	—	Python
67	dimitrislouridas/A-Star-Search-Java Java implementation of the A* search algorithm applied to a state-space...	13	Experimental	—	Java
68	Alexisfpy/AI-Search-Algorithms-Lab Implementation and visualization of fundamental AI search algorithms: BFS,...	13	Experimental	—	Python
69	tess-vu/hot-hem Hot Hẻm: Routing tool not for the fastest nor the coolest path, but the...	13	Experimental	—	HTML
70	Haziel08/BusquedaACiegas Simulador interactivo de algoritmos de búsquedas a ciegas, aplicado al...	13	Experimental	—	HTML
71	TammineniTanay/ai-maze-search Implementation of classical uninformed and informed search algorithms (DFS,...	13	Experimental	—	Jupyter Notebook
72	SeyedRumaiz/ai-search-algorithms Classical AI search algorithms (BFS, DFS, UCS, IDDFS, A*) implemented from...	13	Experimental	—	Jupyter Notebook
73	sevdaimany/AI_Search_Project 👁‍🗨🧠 Artificial Intelligence search project implementing IDS, Bidirectional...	13	Experimental	13	Python
74	arianaira/Quoridor-Game-With-AI Agent-Env implementation of Quoridor game using BFS	12	Experimental	2	Python
75	JacobAWilkins/Find-Optimal-Route Computes the shortest route between a source and destination city, and...	12	Experimental	5	C++
76	201flaviosilva-labs/HillClimbing.js A hill climbing algorithm implemented in javascript	12	Experimental	1	JavaScript
77	chrispanag/a-star-search-navigation A command line native Java application that searches for the best route...	12	Experimental	8	Java
78	valiantlynx/best-route-app The Best Route App is designed for Knut Knut Transport AS to identify the...	12	Experimental	1	Python
79	tom-weatherhead/a-star-heuristic-search A* heuristic search	11	Experimental	—	TypeScript
80	danaent/Blocks-World-Problem Blocks world problem solver with A* search	11	Experimental	—	C
81	thesahirahmed/A_Star_Ai-Game In this game, you control a jet trying to avoid enemy missiles using arrow...	11	Experimental	—	Python
82	PanosAntoniadis/AI-ntua Lab exercise of Artificial Intelligence course in NTUA	11	Experimental	4	Java
83	yashasvibmishra/A-star-Algorithm-Implementation A* A star Algorithms for the map of Romania	11	Experimental	—	Python
84	Mishco/Bidirectional_search_artificial_intelligence School project from artificial intelligence using Bidirectional search	11	Experimental	—	Java
85	HMLarsen/A-Star-Algorithm A* or A Star algorithm implementation for A.I. class at FURB.	11	Experimental	—	Java
86	adnanhakim/ai-algorithms A fun side project to perform AI algorithms using plain java code.	11	Experimental	—	Java
87	NicolasCastagnola/Pathfinding-Visualizer 🔍 Unity2D Pathfinding visualizer	11	Experimental	—	C#
88	EmanWiens/Rapidly_Exploring_Random_Trees A simple visualization of Rapidly Exploring Random Trees.	11	Experimental	—	Processing
89	denizbilgin/Maze-Solver This Python project features a comprehensive collection of maze-solving...	11	Experimental	3	Python
90	Tynab/Searching-Algorithms Searching Algorithm Example	11	Experimental	1	Jupyter Notebook
91	indla99/Uninformed-Search-Informed-Search A comprehensive solutions and analyses for the Uninformed Search & Informed...	11	Experimental	—	Java
92	tmasouris/Artificial_Intelligence-NTUA Implementation of a navigation system for a taxi company using A star...	11	Experimental	3	Java
93	jaiswalchitransh/DFS-Searching-Algorithm This Python code employs the Depth-First Search (DFS) algorithm to find a...	11	Experimental	3	Python
94	Dec1pher445/AI-search-algorithms This is a python implementation of BFS and DFS search algorithms	11	Experimental	—	Python
95	ShawonBarman/A_star_search This is a educational project. I have implemented this project in the...	11	Experimental	—	Python
96	jeffersonrosa/IA-rato-labirinto Esse é um agente Inteligente que usa busca em profundidade para simular um...	11	Experimental	—	Python
97	amansrv/Article.Writing-Hill.Climbing-AI Writing Article on: Hill Climbing-Depth first and Breadth-first in AI	11	Experimental	—	—
98	kguzek/pathfinder-ai A generative algorithm that attemtps to find a path to a predetermined goal.	11	Experimental	—	Processing
99	RamishRasool14/Goat-Cabbage-Wolf-Problem Finding path to Wolf Goat Cabbage Problem with BFS and A* search	11	Experimental	—	Jupyter Notebook
100	Vaneeza-7/Graph-Optimization-Problem-using-Uninformed-Search Calculating the minimum cost and optimal path for a graph using bfs, dfs,...	11	Experimental	—	Jupyter Notebook
101	JohnLFX/AStar-Pathfinding Simple A* pathfinding algorithm in Java to tranverse between verticies in an...	11	Experimental	—	Java
102	thaichihien/HCMUS-AI-PROJECT-1-The-Searching-Algorithms [HCMUS_AI] Project 1 : The Searching Algorithms using Python	11	Experimental	3	Python
103	Pranay7ej/geospatial-trajectories-heuristic-search Identifying Locations from Geospatial Trajectories Using Heuristic Search Techniques	11	Experimental	—	Python
104	PhuocPhat1005/Lab_1_AI_Searching_HCMUS The lab 1 is about searching algorithms. You are required to implement and...	11	Experimental	—	Python
105	Siddhipatade/Water-jug-problem water jug problem in Artificial Intelligence	11	Experimental	3	Python
106	aidankeighron/machine-learning Neural Network That Solves Mazes. No Libraries	11	Experimental	—	Java
107	aliazizii/Card-game-first-AI-project first project at AUT Artificial Intelligence course (Fall 2020)	11	Experimental	4	Python
108	bbongcaron/maze-on-fire An AI created to solve a maze, that is on fire!	10	Experimental	2	Python
109	zeenatali5710/Water-jug-problem A variation on the classic water jugs problem implemented using AI approach...	10	Experimental	2	Python
110	anewage/GS-ProblemSolver A Java Problem Solving Framework Based on Graph and Tree Searching - Project...	10	Experimental	2	Java
111	TheCodingRocket/Maze-Generator 🔥 A quick 50 seconds maze generator.	10	Experimental	2	JavaScript
112	ar-pavel/UTHAO-PickUpPlaner Route Planner Using Artificial Intelligence to Plan an Optimized Possible Route.	10	Experimental	2	Java
113	lywangj/Optimal_path_with_AI_search Implement A* search, reaching 10-thousand-times faster than simple...	10	Experimental	2	C++
114	emranbm/Problem-Solver AI project. A framework for solving search-based problems; in both classical...	10	Experimental	2	Java
115	ryanrixxh/maze-solver Python Implementation of pathfinding algorithms BFS, UCS and A*	10	Experimental	2	Python
116	SameetAsadullah/Graph-Based-A-Star-in-Python Python program to implement graph based A* algorithm on a map of Romania	10	Experimental	2	Python
117	mzuvin/yapayzeka Yapay Zeka Algoritmaları A Star Greedy Best First Search	10	Experimental	2	JavaScript
118	ashishlamsal/search Search Algorithms (maze solving)	10	Experimental	2	Python

Comparisons in this category

deepxube and DeepCubeAI (55 vs 39) BFS-DFS-Maze-Solver-In-Python and Maze-Solver-Using-DFS (32 vs 29)