Unity Game AI ML Frameworks

Game AI systems and behaviors implemented in Unity for interactive gameplay. Includes NPC decision-making, pathfinding, state machines, and dynamic difficulty adjustment. Does NOT include general AI frameworks, theoretical AI algorithms, or non-game applications.

There are 57 unity game ai frameworks tracked. The highest-rated is mtrebi/AI_FPS at 41/100 with 185 stars.

Get all 57 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	mtrebi/AI_FPS AI system to simulate combat behaviors in a FPS game using Behavior Trees (UE4)	41	Emerging	185	C++
2	BenLubar/df-ai Dwarf Fortress + Artificial Intelligence	35	Emerging	269	C++
3	entity12208/GD-Level-Generator A way for AI to be able to create Geometry Dash levels using GDShare....	32	Emerging	3	Python
4	MinaPecheux/Ebook-Unity-AIProgramming Demo Unity/C# project (code + assets) for my ebook: "Boost your Unity/C#: AI...	30	Emerging	45	C#
5	sergioburdisso/tworld T-World: an Open-Source 3D Platform for AI Research and Education with...	28	Experimental	6	JavaScript
6	matkoniecz/AIAI OpenTTD AI. Official topic at TTforums -...	27	Experimental	6	Squirrel
7	FakeNameSE/Boids-with-obstacles-and-goals A boids simulation with obstacles and a goal	27	Experimental	9	Python
8	nixonyh/UnityAI AI in Unity.	27	Experimental	19	C#
9	Symontoclay/SymOntoClay The core of SymOntoClay Engine. SymOntoClay is an independent DIY scripting...	26	Experimental	5	C#
10	samuelrubiodev/CasoAbierto Active Case is a police investigation game in development in Unity, powered by AI.	25	Experimental	2	C#
11	enessfk/tank-battles Tank Battles, a 3D game, is a project that includes many of the fundamentals...	24	Experimental	4	C#
12	PacktPublishing/AI-Game-Development-Essentials-for-Beginners---Unity-6-Integration Code Repository for AI Game Development Essentials for Beginners - Unity 6...	24	Experimental	1	—
13	Vulth01/AI-Learning AI slime creatures learn how to find and eat food to reproduce... else: perish	23	Experimental	2	C#
14	sascharo/24s1-ce6127-tanks-lab CE6127 Artificial Intelligence in Game Design	23	Experimental	2	C#
15	SmartMaatt/machine-learning-rpg-enemy The project aims to design and implement an AI-driven antagonist system for...	22	Experimental	7	C#
16	sa-aris/aithena C++17 NPC AI framework — FSM, behavior trees, emotions, memory, pathfinding,...	22	Experimental	—	C++
17	johnshields/celestial-beyonds A bee-themed space hub exploration and action platformer created for my MSc...	22	Experimental	4	C#
18	DournauxNathan/Hide-n-Seek This Unity3D repository contains the source code for an engaging Hide and...	20	Experimental	7	C#
19	TU-AI-For-Games/Unity-AI-Pokemon-Clone A Pokemon Battle Simulator game built in Unity 2021, implementing 4 AI Algorithms	20	Experimental	11	C#
20	saworbit/mre Advanced QuakeC bot AI featuring physics-driven navigation, "Fear Engine"...	19	Experimental	—	QuakeC
21	BlueJayXRStudio/InfiniteTree Novel Task Planning Generalization. Designs, Algorithms and Demos.	19	Experimental	—	C#
22	MuhammadFarhanAqeel/Unity3D-Multiplayer-Game-UNet Implementing UNet networking system for a FPS game made with unity.	18	Experimental	6	C#
23	knapeczadam/dae-gameplay-programming 🧟 Gameplay Programming course project (DAE, 2023). Focused on AI agents,...	17	Experimental	2	—
24	Debug-Dreams/FIT-GAME Fit Again with Fit-Game	17	Experimental	2	EJS
25	AlizerUncaged/Astral Real-time game AI.	17	Experimental	5	C#
26	ArtemIyX/ParallelBehaviorUnreal Unreal Engine plugin that allows running multiple independent Behavior Trees...	17	Experimental	2	C++
27	Yuan-ManX/AI-Native-Game Here we will track the latest AI-Native Game! 🎮	16	Experimental	14	—
28	CampoLucas/University-AI-Project-I Development of level prototype for 3D game. In the game the player must be...	16	Experimental	3	C#
29	draghan/behavior_tree C++ implementation of behavior trees system.	15	Experimental	21	C++
30	heyIsaac/KillZombies Protótipo de ambiente interativo VR focado em sobrevivência, construído na...	14	Experimental	—	ShaderLab
31	hieu570/Galactic-Shooter-3D 🔫 Create immersive FPS games with Galactic-Shooter-3D, featuring camera...	14	Experimental	—	Rust
32	Daanniello/BeatSaberAI A unity project made to explore neural networks. The goal is to let a neural...	14	Experimental	1	C#
33	t4ccer/DashAI Geometry Dash AI	14	Experimental	7	C#
34	wathek/WBT Node.js Behavior Tree	14	Experimental	5	JavaScript
35	AILab-FOI/ModelMMORPG ModelMMORPG was a scientific project sponsored by the Croatian Science...	13	Experimental	6	Prolog
36	m039/CommonUnityLibrary A library with common for all my projects code or assets.	13	Experimental	8	C#
37	Habitante/gta-benchmark GTA (Guess The Algorithm) Benchmark - A tool for testing AI reasoning capabilities	13	Experimental	7	Python
38	spaceyjase/behaviour-tree-toolbox behaviour tree toolbox (in godot)	13	Experimental	5	C#
39	FelipeMarra/making-soar-work making the Soar cognitive architecture work with Unity	13	Experimental	7	C++
40	Niels-NTG/Mechanic-Miner-2023 Mixed-initiative co-creative game design tool that creates game mechanics by...	13	Experimental	6	C#
41	pilarski/BonsaiWorldForge A flexible VR and mouse-keyboard world-building game for research into human...	12	Experimental	4	C#
42	cybersurferllc/AdaptiveBPM Dynamic Game Difficulty based on Player Heart Rate	12	Experimental	3	C#
43	Aaron3312/ProyectoSkeletons 💀 A Unity-based multi-agent simulation where autonomous robots collect and...	12	Experimental	3	C#
44	daniliammo/SkyNet BattleBit AI vision	12	Experimental	1	C#
45	abdullah-arif-swe/GoalOrientedBehaviour This project is explored goal oriented behaviour based on chapter 7-10 of...	12	Experimental	4	C#
46	ayamomiji/behave_fun BehaveFun is a behavior tree library for Ruby.	12	Experimental	4	Ruby
47	PESchoenberg/DGIIIAI Semi-autonomous variant of the stock Orbiter Space Flight Simulator Delta...	12	Experimental	4	C++
48	TaaroBravo/goap-ai GOAP Dungeon – AI Dungeon Simulation using Goal-Oriented Action Planning...	11	Experimental	—	C#
49	harpyharpoon/Charcoal-2.0 Community Driven AI Open World RPG	11	Experimental	—	Python
50	mkazimoto/TowerDefenseCopilot Jogo 3D Tower Defense feito pelo GitHub Copilot no VSCODE em JavaScript	11	Experimental	—	JavaScript
51	rodrigo-sobral/Assignment_2021_FIA AI using Unity	11	Experimental	2	C#
52	itsMilkid/PurpleMylkLibrary_BehaviorTrees_for_Unity A simple, documented, C# library for easily implementing behavior trees in Unity.	11	Experimental	—	C#
53	GitHubMat284/Space-Defenders This project is a simple 2d space shooter game. Coded in C# .NET WinForms in...	11	Experimental	—	C#
54	ANYWORLDS/MORIADEV MORIA ET MIDGAARD: https://github.com/ANYWORLDS/MORIADEV GAME AI.	11	Experimental	2	—
55	ggoupy/DofusAISim Simulation of a tactical RPG game, focusing on AI and Multi-Agent systems	10	Experimental	1	C#
56	Ed1ezac/stones-and-crowns A 3D Mills game made with Unity3D and C#	10	Experimental	1	C#
57	carlosarnau/AI-Environment Environment for the Artificial Intelligence subject.	10	Experimental	1	C#