Voyager

voyager.minedojo.org
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AI agent that autonomously plays Minecraft using GPT-4 to learn and explore.

Description

Voyager: An Open-Ended Embodied Agent with Large Language Models · Introduction · Voyager Components · Experiments

Voyager is an innovative AI agent powered by GPT-4, designed to autonomously play Minecraft by continuously exploring the game world, acquiring new skills, and making discoveries without human intervention. It utilizes an automatic curriculum for maximizing exploration, a growing skill library for storing complex behaviors, and an iterative prompting mechanism for improving its performance based on environmental feedback and execution errors. This allows Voyager to achieve superior performance in tasks such as collecting unique items and mastering the tech tree faster than previous AI agents.

Features

Autonomous exploration and skill acquisition
Automatic curriculum for maximizing exploration
Ever-growing skill library for storing complex behaviors
Iterative prompting mechanism for self-improvement
Utilizes GPT-4 for in-context learning and code execution

Use cases

Autonomous gameplay and exploration in Minecraft
Skill acquisition and task execution in new game worlds
Research and development of generalist AI agents
Demonstration of lifelong learning capabilities in AI
Educational tool for understanding AI and machine learning

Specs

Type Agent
SectionAI agents
Pricing free
Platform Web only
Systems web
Site languageen
Rating0.00 (0 reviews)
Views1 038
Launched2024-07-26

Can do

agents memory fine-tuning embeddings code-generation

Integrations

gmail

Platforms

web

Tags

agents memory embeddings fine-tuning code generation

Social

X GitHub

Found in sources

aiagentsdirectory

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