Deep Reinforcement Learning In Action

Code Snippets from the Deep Reinforcement Learning in Action book from Manning, Inc

How this is Organized

The code snippets, listings, and projects are all embedded in Jupyter Notebooks organized by chapter. Visit http://jupyter.org/install for instructions on installing Jupyter Notebooks.

We keep the original Jupyter Notebooks in their respective chapter folders. As we discover errata, we update notebooks in the Errata folder, so those notebooks are the most up-to-date in terms of errors corrected, but we keep the original Jupyter Notebooks to match the book code snippets.

Requirements

In order to run many of the projects, you'll need at least the NumPy library and PyTorch.

pip install -r requirements.txt

Contribute

If you experience any issues running the examples, please file an issue. If you see typos or other errors in the book, please edit the Errata.md file and create a pull request.