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. 
Charles Beattie, Joel Z. Leibo, Denis Teplyashin, Tom Ward, Marcus   Wainwright, Heinrich K\"uttler, Andrew Lefrancq, Simon ...
cs.AI