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Paper detail

DeepMind Lab

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.

preprint2016arXivOpen access
Charles BeattieJoel Z. LeiboDenis TeplyashinTom WardMarcus WainwrightHeinrich KüttlerAndrew LefrancqSimon GreenVíctor ValdésAmir SadikJulian SchrittwieserKeith AndersonSarah YorkMax CantAdam CainAdrian BoltonStephen GaffneyHelen KingDemis HassabisShane LeggStig Petersen
Artificial Intelligence
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Charles BeattieJoel Z. LeiboDenis TeplyashinTom WardMarcus WainwrightHeinrich KüttlerAndrew LefrancqSimon GreenVíctor ValdésAmir SadikJulian SchrittwieserKeith AndersonSarah YorkMax CantAdam CainAdrian BoltonStephen GaffneyHelen KingDemis HassabisShane LeggStig Petersen

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