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DeepMind Lab is A 3D environment tailored for training and evaluating reinforcement learning agents, which provides a suite of challenging 3D navigation and puzzle-solving tasks for learning agents. Its primary purpose is to act as a testbed for research in artificial intelligence, especially deep reinforcement learning.