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 41 pacman search algorithms frameworks tracked. The highest-rated is PetropoulakisPanagiotis/pacman-projects at 44/100 with 40 stars.

Get all 41 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	PetropoulakisPanagiotis/pacman-projects Solutions of 1 and 2 Pacman projects of Berkeley AI course	44	Emerging	40	Python
2	zhiming-xu/CS188 Introduction to AI course assignment at Berkeley in spring 2019	38	Emerging	81	Python
3	abhinavcreed13/ai-capture-the-flag-pacman-contest The course contest involves a multi-player capture-the-flag variant of...	38	Emerging	12	Python
4	aguunu/fishing-jigsaw Compute optimal actions for a specific state of the Metin2 fishing jigsaw...	38	Emerging	19	Rust
5	iamjagdeesh/Artificial-Intelligence-Pac-Man CSE 571 Artificial Intelligence	38	Emerging	52	Python
6	rmodi6/pacman-ai-multiagent Solutions to Pacman AI Multi-Agent Search problems	37	Emerging	9	Python
7	andi611/Pacman-With-AI-Python Implementations of artificial intelligence agents that plays Pac-Man	33	Emerging	8	Python
8	iliasmentz/Berkeley-CS-188-AI-Pacman My implementation for Berkeley AI Pacman projects No. 1 and No. 2	33	Emerging	15	Python
9	arnav-gudibande/nengopacman Pacman AI with the Nengo Neural Engineering Framework	32	Emerging	13	Python
10	vivek3141/pacman-ai A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting...	32	Emerging	28	Python
11	nassosanagn/Berkeley-Pacman-Projects I have completed four Pacman projects of the UC Berkeley CS188 Intro to...	31	Emerging	3	Python
12	justjoshtings/ms.pacman.ai Trained a reinforcement learning agent to play the Atari 2600 game of Ms....	31	Emerging	3	Jupyter Notebook
13	Zhuagenborn/Berkeley-CS188-Artificial-Intelligence 👻 Solutions for the course "CS188: Artificial Intelligence" of University of...	30	Emerging	2	Python
14	XxcuriousxX/Pacman-Artificial-Intelligence Artificial Intelligence Assignments DIT UoA	30	Emerging	16	Python
15	lzervos/Berkeley_AI-Pacman_Projects Solution to some Pacman projects of Berkeley AI course	30	Emerging	9	Python
16	kkkkkaran/Berkeley-PacmanCTF Team Project for Berkeley's Pacman Capture The Flag Competition	27	Experimental	8	Python
17	CodeMaxx/Safe-RL-Pacman Reinforcement Learning Course Project - IIT Bombay Fall 2018	27	Experimental	9	Python
18	bori00/AI_PacmanProject_HungerGames Artificial Intelligence course, 3rd year, 1st semester	21	Experimental	1	Python
19	Vineet-Dhaimodker/Pac-Man AI project for CS 205, FALL 21 at UCR	21	Experimental	1	Python
20	Amirrezat1379/Pacman_AI_project The Pacman Projects explore several techniques of Artificial Intelligence...	20	Experimental	8	Python
21	salinaria/Pacman-project Pacman-project phase 1 to phase 4 for Principles & Applications of...	20	Experimental	6	Python
22	zinikus/LED-PacMan Beginner-level project: Create a fun Pac-Man animation on a 16x16 RGB LED...	19	Experimental	2	C++
23	debbynirwan/pacman-ai-cpp A software framework to learn algorithms like AI planning, behaviour trees,...	19	Experimental	3	C++
24	abrarrhine/Artificial-Intelligence-PacmanGames UC Berkeley Pacman AI Projects	18	Experimental	2	Python
25	MinasMarios/BerkeleyPacman_Project1 This is the first project in the Berkeley course CS 188 \| Introduction to...	17	Experimental	1	Python
26	williamchenjun/PacmanMDP Reinforcement learning agent using value/policy iteration on Berkeley's...	17	Experimental	1	Python
27	themisvaltinos/Berkeley-Pacman-Projects Solutions to the AI assignments for CS-188 of Spring 2021	17	Experimental	1	Python
28	Artificial-Intelligence-aka-Uniwa/Search-Algorithms Artificial Intelligence project applying blind search algorithms (BFS, DFS)...	13	Experimental	—	Python
29	nybblr/scotland-yard Where is Mr. X? A Kalman filter will help the detectives track down a...	12	Experimental	8	JavaScript
30	mmtrabya/AI-SearchAlgorithm-Pacman as a Practical Project for the "Introduction to AI" to use search algorithms...	12	Experimental	5	Python
31	emanueleizzo/pac-man-supervised (ENG) Project for a degree thesis ...	11	Experimental	—	Python
32	emanueleizzo/pac-man-reinforcement (ENG) Project for a degree thesis ...	11	Experimental	—	Python
33	rmodi6/pacman-ai Collection of Pacman AI solutions from the UC Berkeley AI course	11	Experimental	—	—
34	Sitaras/Artificial-Intelligence Berkeley Pacman Projects (1 and 2), Depth First Search, Breadth First...	11	Experimental	4	Python
35	kchousos/Berkeley-Pacman-Projects My solutions to the Berkeley Pac-Man projects of spring 2022.	11	Experimental	4	Python
36	Davidk20/pacman-solutions An artificial intelligence environment enabling users to watch and attempt...	11	Experimental	—	Python
37	mamahda/pursuit-evasion Final Project Artificial Inteligent Concepts Class	11	Experimental	—	Python
38	shubhiM/Game-AI-CS6150 Contains exercises from Game AI CS6150 at Northeastern Univ, Boston (Spring 2017)	11	Experimental	—	Java
39	shaleen23/Project-2---Pacman-heuristic-search This is part 2 of the Pacman Project for our Artificial Intelligence Course	10	Experimental	2	Python
40	Mahdi-Rahmani/Pac-Man-Projects Principles and Applications of Artificial Intelligence Projects	10	Experimental	2	Python
41	msk610/ms_pacman_ai A set of AI algorithms written for Ms Pacman AI assignment	10	Experimental	2	Java

Comparisons in this category

CS188 and Pac-Man (38 vs 21) Artificial-Intelligence-Pac-Man and Pacman-With-AI-Python (38 vs 33) pacman-projects and Pacman-Artificial-Intelligence (44 vs 30) pacman-projects and Berkeley-CS-188-AI-Pacman (44 vs 33) pacman-projects and Berkeley_AI-Pacman_Projects (44 vs 30) pacman-projects and Berkeley-Pacman-Projects (44 vs 31) Berkeley-CS-188-AI-Pacman and Berkeley_AI-Pacman_Projects (33 vs 30) pacman-ai-multiagent and Pacman-With-AI-Python (37 vs 33) Berkeley-Pacman-Projects and Berkeley_AI-Pacman_Projects (31 vs 30)