Learning to play Minecraft with Video PreTraining

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OpenAI trained a neural network to play Minecraft using Video PreTraining on a large unlabeled video dataset

advanced Published 23 Jun 2022
Action Steps
  1. Collect a large unlabeled video dataset of human gameplay
  2. Apply Video PreTraining to train a neural network
  3. Fine-tune the model on a small amount of labeled data
  4. Test the model on complex tasks like crafting diamond tools
Who Needs to Know This

AI engineers and researchers can benefit from this approach to train models for complex tasks, while product managers can explore applications of such models in gaming and beyond

Key Insight

💡 Video PreTraining can be used to train models for complex tasks with minimal labeled data

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🤖 AI plays Minecraft! 🚀
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