Voyager: AI Driven Lifelong Learning Agent
Voyager is an autonomous AI agent for Minecraft, using a Large Language Model for lifelong learning. It explores, acquires new skills, and improves its programming through environment feedback and self-assessment.
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Voyager is an AI-powered, open-ended embodied agent built for Minecraft, a popular sandbox video game. It’s the first AI agent backed by a Large Language Model (LLM) that can learn throughout its lifetime, without the need for human intervention. Voyager has an automatic curriculum that encourages exploration and experimentation, and it maintains a growing library of skills in the form of executable code. It also has a prompting mechanism which uses environmental feedback and self-assessment to improve its programming. Voyager interacts with GPT-4 using blackbox inquiries, allowing the AI to bypass the need for model parameter fine-tuning. The skills acquired by Voyager are temporally extended, interpretable, and compositional, adding to the agent’s rapidly expanding abilities and preventing catastrophic forgetting. Empirically, Voyager exhibits strong lifelong learning capabilities in context and shows proficiency in playing Minecraft.
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