https://github.com/luxedo/smarty-bird
This is a reproduction of the game *Flappy Bird* with a twist
https://github.com/luxedo/smarty-bird
Last synced: 2 months ago
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This is a reproduction of the game *Flappy Bird* with a twist
- Host: GitHub
- URL: https://github.com/luxedo/smarty-bird
- Owner: luxedo
- License: gpl-3.0
- Created: 2019-01-28T12:03:15.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2019-02-17T18:11:42.000Z (about 6 years ago)
- Last Synced: 2024-12-30T17:49:22.035Z (4 months ago)
- Language: JavaScript
- Size: 942 KB
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# SMARTY BIRD
This is a reproduction of the game "Flappy Bird" with a genetic deep
neural network AI, made by Luxedo and Faifos. The game is made using
[p5.js](https://p5js.org) and nothing more.
#### Check it online [HERE](https://smarty-bird.firebaseapp.com/)
Besides playing the regular game, you can train a neural network that
has 4 inputs and a bias term. The deep layer has 3 neurons and another
bias. The output is a single neuron. All of the neurons uses `tanh` as
the activation function. The bird *flaps* its wings if the output
neuron is activated (if it has a positive value).
The network is trained with a genetic algorithm. The best bird is
allowed to breed and fill 50% of the population. Variance is introduced
by altering the neurons randomly with a 50% chance.
Let the birds train for a while and after some generations they will be
better than you.
Thanks to `Andrew Tyler` for the `pixelmix` font and thanks to
`SuperTVGRFan18496` for the sound assets.
Thanks to the playtesters Raphael Moraes, Pedro Kersten, Ulisses Sato, Lunardo Campos and Geison Cambri.
## License
> This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
>
> This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
>
> You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.