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An aI was Trained to Play Minecraft with 70,000 Hours Of YouTube Videos IGN

OpenAI, the artificial intelligence research group established by Elon Musk, has trained an AI to play Minecraft just as humans. It only took about 70,000 hours of binging YouTube videos.



A blog post about the process shows that researchers used a technique called "Video Pretraining (VPT)" to create a neural network that could learn how to play Minecraft. This included gathering 2,000 hours worth of data from actual players playing Minecraft. It also included exact keypresses as well as mouse movements. raw video.



The researchers then developed an inverse dynamics (IDM), which predicted the future actions at each step of the videos. Finally, the "trained IDM" was shown 70,000 hours worth of Minecraft YouTube videos. The model was able to replicate the behaviors of the videos, which included cutting down trees to gather logs and making logs into a crafting table.



It's not all the AI model could do. It could also perform complex tasks such as swimming hunting, or eating. The AI may even perform "pillar jumping" that involves repeatedly jumping and placing blocks beneath you to keep you in the air.
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The researchers were able to develop an "foundation model" based on the data given to the AI and then fine-tune its actions or develop new ones. The AI was able to build wooden and stone tools, raid chests, and even shelters.



The AI's ability to learn is contingent on the amount of data are input into the model's foundation. Researchers even utilized reinforcement learning to reward the AI for completing difficult tasks. The reward system was so effective that the model was able to successfully design diamond-shaped pickaxes. This task involves a variety of tasks.



This is a fantastic example of machine learning and demonstrates how games can help train computers. Perhaps the AI model used could be integrated into games to provide a more natural challenge akin to playing against human opponents.



The AI can also be improved upon the gruelling boss battles in the new Outriders Worldslayer campaign. In many ways, the new expansion for Outriders is exactly what fans want, but it also preserves some of the less popular aspects of the original game.



David Matthews is a freelance writer specializing in consumer tech and gaming. He also strongly believes that sugar does not go in grits.


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