dopamine

(β˜… 10,897)

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

File Explorer

Download Latest Version (.zip)
  • AUTHORS
  • CONTRIBUTING.md
  • LICENSE
  • README.md
  • requirements.txt
  • setup.py

πŸš€ Installation Guide

1. Get the code
git clone https://github.com/google/dopamine

Downloads the entire project code from GitHub to your computer.

cd dopamine

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended
Prerequisites
  • Python 3 Python is required to use pip.
pip install dopamine-rl

Installs the package published on PyPI directly β€” no need to clone the source.

βœ… After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Docker

Easy
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -f docker/atari/Dockerfile -t dopamine .

Builds a runnable image based on the Dockerfile.

docker run -p 8080:80 dopamine

Runs the built image as an actual container.

βœ… Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

4. Python

Easy
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.
pip install -r dopamine/requirements.txt

Installs the Python libraries listed in requirements.txt (or similar).

pip install dopamine-rl

Installs the package published on PyPI directly β€” no need to clone the source.

python -m tests.dopamine.atari_init_test

Runs the Python script (or module).

βœ… If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

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