DeepMind Lab
Charlie Beattie
Joel Z Leibo
Denis Teplyashin
Tom Ward
Marcus Wainwright
Heinrich Küttler
Andrew Lefrancq
Simon Green
Víctor Valdés
Amir Sadik
Julian Schrittwieser
Keith Anderson
Sarah York
Max Cant
Adam Cain
Adrian Bolton
Stephen Gaffney
Helen King
Demis Hassabis
Shane Legg
Stig Petersen

Abstract
DeepMind Lab is a first-person 3D game platform designed for research and development of general artificial intelligence and machine learning systems. DeepMind Lab can be used to study how autonomous artificial agents may learn complex tasks in large, partially observed, and visually diverse worlds. DeepMind Lab has a simple and flexible API enabling creative task-designs and novel AI-designs to be explored and quickly iterated upon. It is powered by a fast and widely recognised game engine, and tailored for effective use by the research community.
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