Dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. Dopamine enables researchers to quickly run experiments, compare results across algorithms and parameterizations, and prepare figures for papers.

DeepMind Lab

DeepMind Lab is a 3D game-like platform tailored for agent-based AI research. It enables development and testing of complex reinforcement learning algorithms in a rich 3D environment.