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sub 500 line PPO agent lands on the moon in < 500 episodes, reliably. read how

prerequisites

pygame needs the SDL2 headers to build when using the gymnasium[box2d] extra. Install them once before creating the virtual environment:

  • macOS (Homebrew)
    brew install sdl2 sdl2_image sdl2_mixer sdl2_ttf
  • Ubuntu / Debian
    sudo apt-get install libsdl2-dev libsdl2-image-dev libsdl2-mixer-dev libsdl2-ttf-dev

make env, install deps and run

python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python beautiful_lander.py
image

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sub 500 line PPO agent that lands on the moon in <500 ep

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