Is Deepmind Lab support for multi agent to play in one environment.

Currently I can train agent against build-in AI in DeepMind Lab, but I don't know how to put multi agents in same environment. It seems to support that according to the Paper (Human-level performance in first-person multiplayer games with population-based deep reinforcement learning ). How should I change the code to make training multi agents available? Does anyone know that?