An OpenAI gym environment for the Flappy Bird game.
Flappy Bird for OpenAI Gym
This repository contains the implementation of two OpenAI Gym environments for the Flappy Bird game. The implementation of the game's logic and graphics was based on the FlapPyBird project, by @sourabhv.
The two environments differ only on the type of observations they yield for the agents. The "FlappyBird-rgb-v0" environment, yields RGB-arrays (images) representing the game's screen. The "FlappyBird-v0" environment, on the other hand, yields simple numerical information about the game's state as observations. The yielded attributes are the:
- horizontal distance to the next pipe;
- difference between the player's y position and the next hole's y position.
flappy-bird-gym, simply run the following command:
$ pip install flappy-bird-gym
Like with other
gym environments, it's very easy to use
Simply import the package and create the environment with the
Take a look at the sample code below:
import time import flappy_bird_gym env = flappy_bird_gym.make("FlappyBird-v0") obs = env.reset() while True: # Next action: # (feed the observation to your agent here) action = ... # env.action_space.sample() for a random action # Processing: obs, reward, done, info = env.step(action) # Rendering the game: # (remove this two lines during training) env.render() time.sleep(1 / 30) # FPS # Checking if the player is still alive if done: break env.close()
To play the game (human mode), run the following command:
To see a random agent playing, add an argument to the command:
$ flappy_bird_gym --mode random
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
|Filename, size||File type||Python version||Upload date||Hashes|
|Filename, size flappy_bird_gym-0.3.0-py3-none-any.whl (558.1 kB)||File type Wheel||Python version py3||Upload date||Hashes View|
|Filename, size flappy-bird-gym-0.3.0.tar.gz (537.5 kB)||File type Source||Python version None||Upload date||Hashes View|
Hashes for flappy_bird_gym-0.3.0-py3-none-any.whl