This package allows to use PLE as a gym environment.
Project description
gym-ple
******
PyGame Learning Environment (PLE) is a learning environment, mimicking the Arcade Learning Environment interface, allowing a quick start to Reinforcement Learning in Python.
The goal of PLE is allow practitioners to focus design of models and experiments instead of environment design.
This package allows to use PLE as a gym environment.
Installing everything
---------------------
gym_ple requires PLE, to install PLE clone the repo and install with pip.
.. code:: shell
git clone https://github.com/ntasfi/PyGame-Learning-Environment.git
cd PyGame-Learning-Environment/
pip install -e .
PLE requires PyGame installed:
On OSX:
.. code:: shell
brew install sdl sdl_ttf sdl_image sdl_mixer portmidi # brew or use equivalent means
conda install -c tlatorre pygame=1.9.2 # using Anaconda
On Ubuntu 14.04:
.. code:: shell
apt-get install -y python-pygame
More configurations and installation details on: http://www.pygame.org/wiki/GettingStarted#Pygame%20Installation
And finally clone and install this package
.. code:: shell
git clone https://github.com/lusob/gym-ple.git
cd gym-ple/
pip install -e .
You also can install it from PyPi:
.. code:: shell
pip install gym_ple
Example
=======
Run ``python example.py`` file to play a PLE game (flappybird) with a random_agent (you need to have installed openai gym).
******
PyGame Learning Environment (PLE) is a learning environment, mimicking the Arcade Learning Environment interface, allowing a quick start to Reinforcement Learning in Python.
The goal of PLE is allow practitioners to focus design of models and experiments instead of environment design.
This package allows to use PLE as a gym environment.
Installing everything
---------------------
gym_ple requires PLE, to install PLE clone the repo and install with pip.
.. code:: shell
git clone https://github.com/ntasfi/PyGame-Learning-Environment.git
cd PyGame-Learning-Environment/
pip install -e .
PLE requires PyGame installed:
On OSX:
.. code:: shell
brew install sdl sdl_ttf sdl_image sdl_mixer portmidi # brew or use equivalent means
conda install -c tlatorre pygame=1.9.2 # using Anaconda
On Ubuntu 14.04:
.. code:: shell
apt-get install -y python-pygame
More configurations and installation details on: http://www.pygame.org/wiki/GettingStarted#Pygame%20Installation
And finally clone and install this package
.. code:: shell
git clone https://github.com/lusob/gym-ple.git
cd gym-ple/
pip install -e .
You also can install it from PyPi:
.. code:: shell
pip install gym_ple
Example
=======
Run ``python example.py`` file to play a PLE game (flappybird) with a random_agent (you need to have installed openai gym).
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