Voyager

Voyager

Empowering embodied lifelong learning in Minecraft

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Voyager is an open-ended embodied agent powered by large language models, designed for lifelong learning in Minecraft. It continuously explores the world, acquires diverse skills, and makes novel discoveries without human intervention. The agent consists of three key components: an automatic curriculum for exploration, a skill library for storing complex behaviors, and an iterative prompting mechanism for program improvement.

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Features

Advantages

  • Strong in-context lifelong learning capability
  • Exceptional proficiency in playing Minecraft
  • Rapid skill development and knowledge accumulation
  • Efficient exploration and discovery of new items
  • Superior tech tree mastery and map traversal

Disadvantages

  • Requires interaction with GPT-4 for blackbox queries
  • Dependent on the availability and accuracy of the skill library
  • May face challenges in adapting to completely new environments

Frequently Asked Questions

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