Shypd.aiThe largest open index of AI toolsVoyager is an AI Agents & Automation tool that enables an LLM-powered embodied lifelong learning agent in Minecraft. It continuously explores, acquires diverse skills, and makes novel discoveries without human intervention.
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About
Voyager is an innovative LLM-powered embodied lifelong learning agent designed for Minecraft. It operates autonomously, continuously exploring the game world, acquiring diverse skills, and making novel discoveries without requiring human intervention. The system comprises three core components: an automatic curriculum that maximizes exploration, an ever-growing skill library of executable code for storing and retrieving complex behaviors, and an iterative prompting mechanism that incorporates environment feedback, execution errors, and self-verification for program improvement. Voyager interacts with GPT-4 via blackbox queries, eliminating the need for model parameter fine-tuning. The skills developed are temporally extended, interpretable, and compositional, rapidly enhancing the agent's abilities and mitigating catastrophic forgetting. Voyager demonstrates strong in-context lifelong learning capabilities and exceptional proficiency in Minecraft, outperforming prior state-of-the-art methods in item discovery, distance traveled, and tech tree progression.
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Not publicly disclosed. Check voyager.minedojo.org for current pricing.
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