Pacman Search Algorithms ML Frameworks

Educational implementations of classical search algorithms (BFS, DFS, A*, etc.) applied to the Pacman game domain for pathfinding and maze navigation. Does NOT include general game AI frameworks, reinforcement learning approaches, or non-Pacman search algorithm tutorials.

There are 31 pacman search algorithms frameworks tracked. The highest-rated is PetropoulakisPanagiotis/pacman-projects at 37/100 with 40 stars.

Get all 31 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=pacman-search-algorithms&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	PetropoulakisPanagiotis/pacman-projects Solutions of 1 and 2 Pacman projects of Berkeley AI course	37	Emerging	40	Python
2	iamjagdeesh/Artificial-Intelligence-Pac-Man CSE 571 Artificial Intelligence	31	Emerging	52	Python
3	aguunu/fishing-jigsaw Compute optimal actions for a specific state of the Metin2 fishing jigsaw...	31	Emerging	19	Rust
4	abhinavcreed13/ai-capture-the-flag-pacman-contest The course contest involves a multi-player capture-the-flag variant of...	31	Emerging	12	Python
5	zhiming-xu/CS188 Introduction to AI course assignment at Berkeley in spring 2019	31	Emerging	81	Python
6	rmodi6/pacman-ai-multiagent Solutions to Pacman AI Multi-Agent Search problems	30	Emerging	9	Python
7	iliasmentz/Berkeley-CS-188-AI-Pacman My implementation for Berkeley AI Pacman projects No. 1 and No. 2	26	Experimental	15	Python
8	andi611/Pacman-With-AI-Python Implementations of artificial intelligence agents that plays Pac-Man	26	Experimental	8	Python
9	wguilen/pacman-mas Pacman's implementation as a Multiagent System	25	Experimental	5	Java
10	arnav-gudibande/nengopacman Pacman AI with the Nengo Neural Engineering Framework	25	Experimental	13	Python
11	vivek3141/pacman-ai A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting...	25	Experimental	28	Python
12	nassosanagn/Berkeley-Pacman-Projects I have completed four Pacman projects of the UC Berkeley CS188 Intro to...	24	Experimental	3	Python
13	justjoshtings/ms.pacman.ai Trained a reinforcement learning agent to play the Atari 2600 game of Ms....	24	Experimental	3	Jupyter Notebook
14	Zhuagenborn/Berkeley-CS188-Artificial-Intelligence 👻 Solutions for the course "CS188: Artificial Intelligence" of University of...	23	Experimental	2	Python
15	XxcuriousxX/Pacman-Artificial-Intelligence Artificial Intelligence Assignments DIT UoA	23	Experimental	16	Python
16	lzervos/Berkeley_AI-Pacman_Projects Solution to some Pacman projects of Berkeley AI course	23	Experimental	9	Python
17	CodeMaxx/Safe-RL-Pacman Reinforcement Learning Course Project - IIT Bombay Fall 2018	20	Experimental	9	Python
18	kkkkkaran/Berkeley-PacmanCTF Team Project for Berkeley's Pacman Capture The Flag Competition	20	Experimental	8	Python
19	bori00/AI_PacmanProject_HungerGames Artificial Intelligence course, 3rd year, 1st semester	14	Experimental	1	Python
20	Vineet-Dhaimodker/Pac-Man AI project for CS 205, FALL 21 at UCR	14	Experimental	1	Python
21	shubhangkhattar/Pacman-Search-Agent In this project, Pacman agent will find paths through his maze world, both...	14	Experimental	1	Python
22	zoltanvin/pac-man-legacy Implemented a player agent that uses algorithmic strategy to score high on a...	13	Experimental	5	Java
23	zinikus/LED-PacMan Beginner-level project: Create a fun Pac-Man animation on a 16x16 RGB LED...	13	Experimental	2	C++
24	salinaria/Pacman-project Pacman-project phase 1 to phase 4 for Principles & Applications of...	13	Experimental	6	Python
25	Amirrezat1379/Pacman_AI_project The Pacman Projects explore several techniques of Artificial Intelligence...	13	Experimental	8	Python
26	debbynirwan/pacman-ai-cpp A software framework to learn algorithms like AI planning, behaviour trees,...	12	Experimental	3	C++
27	Artificial-Intelligence-aka-Uniwa/Search-Algorithms Artificial Intelligence project applying blind search algorithms (BFS, DFS)...	11	Experimental	—	Python
28	abrarrhine/Artificial-Intelligence-PacmanGames UC Berkeley Pacman AI Projects	11	Experimental	2	Python
29	williamchenjun/PacmanMDP Reinforcement learning agent using value/policy iteration on Berkeley's...	10	Experimental	1	Python
30	MinasMarios/BerkeleyPacman_Project1 This is the first project in the Berkeley course CS 188 \| Introduction to...	10	Experimental	1	Python
31	themisvaltinos/Berkeley-Pacman-Projects Solutions to the AI assignments for CS-188 of Spring 2021	10	Experimental	1	Python

Comparisons in this category

Artificial-Intelligence-Pac-Man and Pacman-With-AI-Python (31 vs 26) pacman-projects and Pacman-Artificial-Intelligence (37 vs 23) pacman-projects and Berkeley-CS-188-AI-Pacman (37 vs 26) pacman-projects and Berkeley_AI-Pacman_Projects (37 vs 23) pacman-projects and Berkeley-Pacman-Projects (37 vs 24) pacman-ai-multiagent and Pacman-With-AI-Python (30 vs 26)