Voyager
Voyager
Digital Workers Open Source Open SourceA LLM-powered embodied lifelong learning agent in Minecraft
General Purpose
Industry
Voyager is the first LLM-powered embodied lifelong learning agent designed to continuously explore the Minecraft world, acquire diverse skills, and make discoveries autonomously. It employs an automatic curriculum to enhance exploration, maintains a skill library for complex behaviors, and features a unique prompting mechanism that improves its capabilities. Voyager excels in discovering new items and mastering tasks in an unprecedented manner without requiring human intervention.
Voyager Key Features
- Ability to discover new items and skills continually
- Automatic curriculum for maximizing exploration
- Exceptional proficiency in playing Minecraft
- Interaction with GPT-4 via blackbox queries
- Iterative prompting mechanism for program improvement
- Skill library for storing and retrieving complex behaviors
- Strong in-context lifelong learning capability
Voyager Use Cases
- Developing new strategies and behaviors in open-ended environments
- Enhancing AI capabilities in gaming and robotics
- Exploring and mastering skills in Minecraft
- Generalizing learned skills to new tasks and worlds
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