Flappy Bird as a Farama Gymnasium environment.
Project description
Flappy Bird Env
| Action Space | Discrete(2) |
| Observation Shape | (800, 576, 3) |
| Observation High | 255 |
| Observation Low | 0 |
| Import | import flappy_bird_env # noqa gymnasium.make("FlappyBird-v0") |
Description
Flappy Bird as a Farama Gymnasium environment.
Installation
pip install flappy-bird-env
Usage
- Play it by running
python -m flappy_bird_env
Press space to flap the wings.
- Import it to train your RL model
import flappy_bird_env # noqa
env = gymnasium.make("FlappyBird-v0")
The package relies on import side-effects to register the environment
name so, even though the package is never explicitly used, its import is
necessary to access the environment.
Action Space
Flappy Bird has the action space Discrete(2).
| Value | Meaning |
|---|---|
| 0 | NOOP |
| 1 | flap wings |
Observation Space
The observation will be the RGB image that is displayed to a human player with
observation space Box(low=0, high=255, shape=(800, 576, 3), dtype=np.uint8).
Rewards
You get +1 every time you pass a pipe, otherwise +0.001 for each frame where you
don't collide against the top and bottom bounds, or against a pipe.
Version History
- v0: initial version release
Project details
Release history Release notifications | RSS feed
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