NVIDIA Artificial Intelligence performs Minecraft, and wins a prize (but required 750 GPUs)
Marcia Clark
3 min read

MineDojo is an Artificial Intelligence (AI) plan established by NVIDIA that can perform Minecraft. To educate MineDojo how to participate in Minecraft, the devs analysed in excess of 730,000 YouTube video clips, 7,000 wiki webpages, 340,000 Reddit posts, and 6.6 million Reddit reviews outlining the game.
Primarily based on this info, the researchers produced the MineCLIP interaction model, which correlates movie clips with specific Minecraft in-game steps. As a final result, a participant can instruct MineDojo what to do in-activity employing basic language, these kinds of as “uncover a pyramid in the desert” or “build a nether portal and enter,” and MineDojo will execute the essential collection of steps to make it take place.
As anticipated, they had to educate the AI with tens of thousands of hours of the aforementioned written content and hundreds of NVIDIA GPUs to do this. There were a full of 32 NVIDIA A100 and 720 NVIDIA Tesla V100 GPUs to make this come about. All of their attempts paid out off when the AI was capable to assemble a diamond pickaxe in significantly less than four minutes.
The aim of MineDojo is to view and study in buy to establish and apply steps in the video game subsequently. In accordance to NVIDIA, “While lecturers have skilled other AIs in gaming contexts these as StarCraft, Dota, and Go for many years, they constantly have specialised in only a few capabilities. Thus, NVIDIA scientists went to Minecraft, the world’s most well known video game, to assemble a scalable, taught AI able of executing a vast wide range of positions efficiently.”
The IA MINEDOJO paper has been awarded by NeurlPS 2022. Linxi Fan and Guanzhi Wang of NVIDIA, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, and Anima Anandkumar from a range of educational institutions are its authors.
On its formal web-site, you can look at MineDojo in action, and the supply code for MineDojo and MineCLIP is available on GitHub.


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