Voyager
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Added on May 30, 2023
An Open-Ended Embodied Agent with Large Language Models
Pricing:
Free
Subcategory:
Gaming
Features:
  Open Source
Social Links:

Voyager is a groundbreaking project that introduces the first Lifelong Learning Model (LLM)-powered embodied agent in the Minecraft environment. This agent independently navigates the Minecraft world, learns various skills, and makes new discoveries without human intervention. Voyager is composed of three key components that enable its lifelong learning capabilities.

Main Features:

  1. Automatic Curriculum: Voyager autonomously maximizes exploration in Minecraft.
  2. Ever-Growing Skill Library: Voyager stores executable code for complex behaviors.
  3. Iterative Prompting Mechanism: Incorporates feedback from the environment, execution errors, and self-verification to enhance programming.
  4. Interaction with GPT-4: Voyager utilizes the capabilities of GPT-4 through blackbox queries.
  5. Temporally Extended, Interpretable, and Compositional Skills: Voyager's skills compound rapidly and prevent catastrophic forgetting.
  6. Strong Lifelong Learning Capability: Demonstrates exceptional proficiency in playing Minecraft and acquiring new skills.
  7. Generalization and Adaptation: Voyager can apply learned skills to solve new tasks in different Minecraft worlds.

Use Cases:

  • AI researchers and developers interested in lifelong learning through embodied agents.
  • Minecraft enthusiasts seeking advanced AI agents to enhance gameplay.
  • Educational institutions exploring AI agents for virtual learning environments.
  • AI enthusiasts interested in studying the capabilities of advanced language models in complex tasks.

Voyager signifies a significant advancement in embodied lifelong learning, specifically designed for the Minecraft environment.

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