DeepMind Lab is a 3D learning environment based on id Software's Quake III Arena via ioquake3 and other open source software.

DeepMind Lab provides a suite of challenging 3D navigation and puzzle-solving tasks for learning agents. Its primary purpose is to act as a testbed for research in artificial intelligence, especially deep reinforcement learning.

Disclaimer: This is not an official Google product.

If you use DeepMind Lab in your research and would like to cite the DeepMind Lab environment, we suggest you cite the DeepMind Lab paper.

You can reach us at [email protected].

• Get Bazel from bazel.io.

• Clone DeepMind Lab, e.g. by running

$ git clone https://github.com/deepmind/lab
$ cd lab

• For a live example of a random ag