Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

Abstract

We present GITM, a novel LLM-based agent system that leverages text-based knowledge and memory to handle complex tasks in open-world environments.

Key Contributions

• →Text-based knowledge integration
• →Goal decomposition for open-world tasks
• →Memory-augmented planning

Topics