lab and lab2d

Lab and Lab2D are ecosystem siblings where the 2D variant provides a simplified, faster-to-iterate alternative to the 3D platform for the same agent-based research workflows, allowing researchers to choose dimensionality based on their specific simulation complexity requirements.

lab

Established

lab2d

Emerging

Maintenance 0/25

Adoption 10/25

Maturity 16/25

Community 25/25

Maintenance 0/25

Adoption 10/25

Maturity 16/25

Community 19/25

Stars: 7,338

Forks: 1,401

Downloads: —

Commits (30d): 0

Language: C

License: —

Stars: 439

Forks: 59

Downloads: —

Commits (30d): 0

Language: C++

License: Apache-2.0

Stale 6m No Package No Dependents

About lab

google-deepmind/lab

A customisable 3D platform for agent-based AI research

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.

About lab2d

google-deepmind/lab2d

A customisable 2D platform for agent-based AI research

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