google-deepmind/lab

A customisable 3D platform for agent-based AI research

51
/ 100
Established

Built on the ioquake3 game engine, it exposes navigation and puzzle-solving tasks via a Python API with Lua-scriptable level configuration, supporting both human play and agent training. Renders through EGL/GLX/OSMesa for headless reinforcement learning workflows, and integrates with DeepMind's dm_env framework for standardized RL environment interaction. Tasks range from navigation mazes to multi-agent combat scenarios, all configurable through Lua scripts for domain-specific research variations.

7,338 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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7,338

Forks

1,401

Language

C

License

Last pushed

Jan 04, 2023

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