arxiv:1612.03801

DeepMind Lab

Published on Dec 12, 2016

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Abstract

DeepMind Lab is a 3D game platform for AI research, enabling the study of complex tasks in diverse environments using a flexible API and a fast game engine.

AI-generated summary

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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