PyGame Learning Environment

class tensorforce.environments.PyGameLearningEnvironment(level, visualize=False, frame_skip=1, fps=30)

PyGame Learning Environment environment adapter (specification key: ple, pygame_learning_environment).

May require:

sudo apt-get install git python3-dev python3-setuptools python3-numpy python3-opengl     libsdl-image1.2-dev libsdl-mixer1.2-dev libsdl-ttf2.0-dev libsmpeg-dev libsdl1.2-dev     libportmidi-dev libswscale-dev libavformat-dev libavcodec-dev libtiff5-dev libx11-6     libx11-dev fluid-soundfont-gm timgm6mb-soundfont xfonts-base xfonts-100dpi xfonts-75dpi     xfonts-cyrillic fontconfig fonts-freefont-ttf libfreetype6-dev

pip3 install pygame
pip3 install git+
  • level (string | subclass of – Game instance or name of class in, like “Catcher”, “Doom”, “FlappyBird”, “MonsterKong”, “Pixelcopter”, “Pong”, “PuckWorld”, “RaycastMaze”, “Snake”, “WaterWorld” (required).
  • visualize (bool) – Whether to visualize interaction (default: false).
  • frame_skip (int > 0) – Number of times to repeat an action without observing (default: 1).
  • fps (int > 0) – The desired frames per second we want to run our game at (default: 30).