Shypd.aiThe largest open index of AI toolsGITM (Ghost in the Minecraft) is an AI agent framework that uses Large Language Models (LLMs) to create generally capable agents for open-world environments like Minecraft. It achieves 100% completion of the Minecraft Overworld technology tree with high success rates.
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GITM (Ghost in the Minecraft) is an innovative AI agent framework designed to tackle complex, long-horizon tasks within open-world environments, specifically demonstrated in Minecraft. It integrates Large Language Models (LLMs) with text-based knowledge and memory to enable generally capable agents. Unlike previous RL-based agents that struggle with mapping complex goals to low-level operations, GITM employs a hierarchical approach, breaking down goals into sub-goals, structured actions, and finally keyboard/mouse operations. This framework features an LLM Decomposer, LLM Planner, and LLM Interface, which collectively manage goal decomposition, action planning, and environmental interaction. GITM boasts broad task coverage, achieving 100% completion of the Minecraft Overworld technology tree, significantly outperforming previous methods. It also demonstrates a high success rate on challenging tasks like "ObtainDiamond" and remarkable training efficiency, requiring only a single CPU node for two days, a stark contrast to the extensive GPU training days needed by other leading agents.
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