Information
LLM-powered lifelong learning agent in Minecraft
Category
General purpose
Description
- A LLM-powered embodied lifelong learning agent in Minecraft that continuously explores the world, acquires diverse skills, and makes novel discoveries without human intervention
- Voyager consists of three key components:
- 1) an automatic curriculum that maximizes exploration
- 2) an ever-growing skill library of executable code for storing and retrieving complex behaviors
- 3) a new iterative prompting mechanism that incorporates environment feedback, execution errors, and self-verification for program improvement
- Voyager interacts with GPT-4 via blackbox queries, which bypasses the need for model parameter fine-tuning