#68 · Primary category： Robotics & Embodied AI Simulation
GITM
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
Project last updated：06/05/23
GitHub Stars
643
Forks
25
Contributors
2
License
Other
Why we included this project
GITM is a research framework that gets a large language model to play Minecraft using only text-based knowledge and memory, with no GPU training at all. That last point is the interesting one: the authors report unlocking the full Overworld technology tree and a 67.5% success rate on the ObtainDiamond task, all on a single CPU node. For anyone working on embodied agents or long-horizon planning, the codebase is small enough to read through and see how the LLM, a structured knowledge base, and a memory module combine into step-by-step actions. It is a research artifact and a source of ideas rather than something you would deploy, since it is tied to Minecraft and to specific LLM API choices.
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