DeepMind Lab

Authors :: Beattie, Charles
Leibo, Joel Z.
Teplyashin, Denis
Ward, Tom
Wainwright, Marcus
Küttler, Heinrich
Lefrancq, Andrew
Green, Simon
Valdés, Víctor
Sadik, Amir
Schrittwieser, Julian
Anderson, Keith
York, Sarah
Cant, Max
Cain, Adam
Bolton, Adrian
Gaffney, Stephen
King, Helen
Hassabis, Demis
Legg, Shane
Petersen, Stig
Publication Year :: 2016
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.<br />Comment: 11 pages, 8 figures