Flappy Bird AI ML Frameworks

AI implementations learning to play Flappy Bird through neural networks, genetic algorithms, or reinforcement learning. Does NOT include other game-playing AI, general neuroevolution frameworks, or non-game applications of these techniques.

There are 52 flappy bird ai frameworks tracked. The highest-rated is xviniette/FlappyLearning at 47/100 with 3,997 stars.

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#	Framework	Score	Tier	Stars	Language
1	xviniette/FlappyLearning Program learning to play Flappy Bird by machine learning (Neuroevolution)	47	Emerging	3,997	JavaScript
2	ssusnic/Machine-Learning-Flappy-Bird Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm	44	Emerging	1,839	JavaScript
3	virgs/flappy-bird-ai Multiple ai powered flappy birds running for their survival	38	Emerging	3	TypeScript
4	SarvagyaVaish/FlappyBirdRL Flappy Bird hack using Reinforcement Learning	36	Emerging	924	JavaScript
5	ikergarcia1996/NeuroEvolution-Flappy-Bird A comparison between humans, neuroevolution and multilayer perceptrons...	32	Emerging	21	Jupyter Notebook
6	heartyguy/AI-AngryBird-Eagle-Wing AIBirds 2017 winner, Eagle's Wing. AIBird 2017 results :...	30	Emerging	4	Java
7	diguifi/Dude-TopDown 🎮 A game developed in Python, using PyGame, which purpose is to test out a...	27	Experimental	8	Python
8	alirezamika/flappybird-es An AI agent Learning to play Flappy Bird using Evolution Strategies and deep...	27	Experimental	45	Python
9	thomas-bouvier/floppy-bird Flappy Bird-like game including a Q-learning algorithm and a neural...	27	Experimental	6	C
10	John-Trager/NEAT-Pong Machine learning pong ai using NEAT	27	Experimental	6	Python
11	Kacper-Pietkun/Stock-Trading-With-Neat-Algorithm Stock trading based on MACD indicator, using NEAT and naive algorithm	26	Experimental	33	Python
12	Suji04/jumpingameAI Watch the AI learn:	26	Experimental	30	JavaScript
13	mdibaiee/flappy-es Flappy Bird AI using Evolution Strategies	25	Experimental	141	Python
14	thisisxvr/flappy-bird-neuroevolution Genetic algorithms, neural networks, and Flappy Bird.	23	Experimental	1	TypeScript
15	krushaybhavsar/ai-car In this project, I used NeuroEvolution of Augmenting Topologies to create AI...	23	Experimental	1	Python
16	fifi000/AI-Flappy-Bird Watch out, it's survival of the fittest in the avian world! Birds either...	22	Experimental	1	JavaScript
17	antilneeraj/GeneticAlgorithm Flappy Bird AI - Genetic Algorithm Evolution 🧬🐦	21	Experimental	2	Python
18	dmarkham/flappy-nn NEAT learning to play Flappy Gopher	21	Experimental	8	Go
19	Tanish0019/Genetic-Algorithm-Flappy-Bird-Using-TensorFlowJS Flappy Bird genetic algorithm made using TensorflowJS	21	Experimental	8	JavaScript
20	Elyx0/snakeneuralnetworkjs Neuroevolution of Neural Network for snakes in the Browser	20	Experimental	13	JavaScript
21	hjunior96/timberman-algoritmo-genetico-js Algoritmo genético para aprender a jogar Timberman	20	Experimental	5	JavaScript
22	SeanFitzpatrick0/FlappyBird_AI AI trained to play flappy bird using N.E.A.T	19	Experimental	18	JavaScript
23	bokonist/drone-x a self-learning AI drone learns to evade obstacles by NeuroEvolution through...	19	Experimental	7	C++
24	liquidcarrot/example.flappy-bird 🥕 Mastering flappy bird with machine learning (neural networks, neuro-evolution)	19	Experimental	7	JavaScript
25	malgany/FlappyIA Programando I.A. com javascript - FlappyIA Inteligencia artificial com...	19	Experimental	3	JavaScript
26	MaxRohowsky/neft-flappy-bird 🐦 Neural Evolution with Fixed Topologies	18	Experimental	8	Python
27	Kacper-Pietkun/splix.io-multiplayer-AI Implementation of online multiplayer game - splix.io, enriched by two kind...	18	Experimental	8	Python
28	andersondalmina/flappy-bird-neural-network Flappy Bird Game With Neural Network	18	Experimental	6	Go
29	w3ntao/q-bird Flappy Bird with Q-learning	17	Experimental	20	JavaScript
30	azecoder/flappy-bird-self-learning Making a FlappyBird game using Neural-Network and React	16	Experimental	3	JavaScript
31	Karinateii/Flappy-Bird A Unity recreation of Flappy Bird featuring both manual and autonomous AI...	16	Experimental	1	ShaderLab
32	saifbechan/dashingdot Dashing Dot is a sophisticated web-based game where you don't play the...	16	Experimental	—	TypeScript
33	Anonymous390/NeuroFlap An AI-powered Flappy Bird clone using evolutionary neural networks.	15	Experimental	5	Python
34	sushantPatrikar/flappybirdAI Flappy Bird game, but AI plays it :robot:	15	Experimental	15	Python
35	Enosh110/flappy-bird-game Play a browser-based Flappy Bird game with five difficulty levels, built...	14	Experimental	—	HTML
36	xiaokangxd/CSCI218-NEAT-AI-FlappyBird 🎮 Teach an AI to master Flappy Bird using the NEAT algorithm, evolving...	14	Experimental	—	Python
37	MissawB/Flappy_Bird_RL_Project Implémentation du NeuroEvolution of Augmenting Topologies (NEAT) sur Flappy...	14	Experimental	—	Python
38	Timmyy3000/Dodge-The-Blocks-NEAT-AI An implementation of NEAT to evolve an AI that plays a 2D Game (Dodge the...	14	Experimental	1	Python
39	rajathpi/flappy-bird Using NeuroEvolution of Augmenting Topologies(NEAT) to train an agent to...	14	Experimental	1	Python
40	abouabra/NEAT-AI-Flappy-Bird This is a simple implementation of the Flappy Bird game using the NEAT...	14	Experimental	1	Python
41	Azonix07/ai-flappy-bird 🐦 Evolve a neural network AI to master Flappy Bird using genetic algorithms...	14	Experimental	—	JavaScript
42	declanoller/neat Playing OpenAI games with Neuroevolution	13	Experimental	11	Python
43	antoni-kuczynski/NEAT_Flappy_Bird A Flappy Bird clone with machine learning implementation based on NEAT...	13	Experimental	2	Java
44	Jalpan04/Asteroid-game-ai Asteroids game with AI agents trained over generations using neural networks...	12	Experimental	1	Python
45	agroudiev/Genetic-Birds-Simulator A simulation of birds using Neural Networks and a Genetic Algorithm.	12	Experimental	3	Rust
46	Flat-Earther/SnakeGame-AI Simple Snake game in pygame and AI learning to play it using NEAT	11	Experimental	—	Python
47	Flat-Earther/FlappyBird-AI Simple Flappy Bird clone written using pygame and AI learning to play it using NEAT	11	Experimental	—	Python
48	cirello-io/mlflappygopher AI-powered flappybird clone	11	Experimental	—	Go
49	Gaming-Verse/AutoFlappy AI based Flappy Bird game simulation using JS	10	Experimental	1	JavaScript
50	Web-Machine-Learning/Flappy-Bird-Machine-Learning A web-based game tackled by a machine learning algorithm	10	Experimental	1	JavaScript
51	Jtachan/AI-FlappyBird Game "Flappy Bird" and an AI that learns how to play it.	10	Experimental	1	Python
52	Mehrdadghassabi/Flayme Flayme is an intelligent flight planning system modeled in anylogic using...	10	Experimental	1	Java

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