ssusnic/Machine-Learning-Flappy-Bird resource
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3310
- days_rel: n/a
- days_push: 3179
- n_releases_24m: 0
Adoption not part of the score
1839 stars · 392 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
An HTML5 tutorial project that teaches an AI to play Flappy Bird using a neural network trained via a genetic algorithm (neuroevolution). It is built with the Phaser game framework and the Synaptic neural network library, with a full write-up and live demo.
Use cases
- learn neuroevolution by example
- see a genetic algorithm train a neural network
- build an AI game controller in JavaScript
- teach machine learning concepts with a game demo
- starting point for AI-plays-game projects in Phaser
When to choose
- learning how genetic algorithms and neural networks combine
- wanting a small, readable JavaScript ML demo
- building a similar AI-plays-game tutorial project
When to avoid
- need a production ML framework or library
- want actively maintained code (last release 2017)
- need supervised or deep learning training pipelines
Facets
learning-resource · maturity abandoned
machine-learning game simulation deep-learning artificial-intelligence machine-learning tutorials education browser neuroevolution genetic-algorithm neural-network flappy-bird phaser synaptic html5-game ai-tutorial game-development javascript html5
3 sources
- readme: https://github.com/ssusnic/Machine-Learning-Flappy-Bird · fetched 2026-08-28 · 32bccf4b88a8
- homepage: http://www.askforgametask.com/tutorial/machine-learning-algorithm-flappy-bird · fetched 2026-08-29 · c9a7aa52b9a1
- site_page: https://www.askforgametask.com/about · fetched 2026-08-29 · f3a790a4a43f
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| ssusnic/Machine-Learning-Flappy-Bird | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="ssusnic/Machine-Learning-Flappy-Bird")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem