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Learning to play Minecraft with Video PreTraining

ID
818
Status
new
Published
23 Jun 2022, 3:00 PM
Fetched
27 Jun 2026, 7:47 PM
Provider
OpenAI News
Category
ai-labs
Original URL
https://openai.com/index/vpt
Source URL
https://openai.com/news/rss.xml

Excerpt

We trained a neural network to play Minecraft by Video PreTraining (VPT) on a massive unlabeled video dataset of human Minecraft play, while using only a small amount of labeled contractor data. With fine-tuning, our model can learn to craft diamond tools, a task that usually takes proficient humans over 20 minutes (24,000 actions). Our model uses the native human interface of keypresses and mouse movements, making it quite general, and represents a step towards general computer-using agents.

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