Machine-Learning-Flappy-Bird and GeneticAlgorithm

These two tools are competitors, as both implement a Flappy Bird AI using genetic algorithms and neural networks, offering alternative solutions to the same problem.

Machine-Learning-Flappy-Bird
51
Established
GeneticAlgorithm
21
Experimental
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 25/25
Maintenance 10/25
Adoption 2/25
Maturity 9/25
Community 0/25
Stars: 1,839
Forks: 393
Downloads: —
Commits (30d): 0
Language: JavaScript
License: MIT
Stars: 2
Forks: —
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stale 6m No Package No Dependents
No Package No Dependents

About Machine-Learning-Flappy-Bird

ssusnic/Machine-Learning-Flappy-Bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Implements neuro-evolution by combining a 3-layer neural network (2 input neurons sensing gap distance/height, 6 hidden neurons, 1 output neuron) with a genetic algorithm that performs selection, crossover, and mutation across generations. Built entirely in HTML5 using the Phaser game framework and Synaptic neural network library, with fitness calculated as distance traveled minus proximity to obstacles.

About GeneticAlgorithm

antilneeraj/GeneticAlgorithm

Flappy Bird AI - Genetic Algorithm Evolution 🧬🐦

Related comparisons

Machine-Learning-Flappy-Bird and FlappyLearning Machine-Learning-Flappy-Bird and flappy-bird-ai Machine-Learning-Flappy-Bird and NeuroEvolution-Flappy-Bird Machine-Learning-Flappy-Bird and floppy-bird Machine-Learning-Flappy-Bird and flappybird-es Machine-Learning-Flappy-Bird and flappy-es

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