DeepMind Lab

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Ciro Santilli 34 Updated 2024-11-19 Created 1970-01-01

github.com/deepmind/lab/tree/master/game_scripts/levels/contributed/dmlab30 has some good games with video demos on YouTube, though for some weird reason they are unlistd.

TODO get one of the games running. Instructions: github.com/deepmind/lab/blob/master/docs/users/build.md. This may helpgithub.com/deepmind/lab/issues/242: "Complete installation script for Ubuntu 20.04".

It is interesting how much overlap some of those have with Ciro's 2D reinforcement learning games

The games are 3D, but most of them are purely flat, and the 3D is just a waste of resources.

Human player test of DMLab-30 Collect Good Objects task by DeepMind (2018)

Human player test of DMLab-30 Exploit Deferred Effects task by DeepMind (2018)

Human player test of DMLab-30 Select Described Object task by DeepMind (2018)

Source. Some of their games involve language instructions from the use to determine the desired task, cool concept.

Human player test of DMLab-30 Fixed Large Map task by DeepMind (2018)

Source. They also have some maps with more natural environments.