Facebook search uses Minecraft to train the AI. Here's why.



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MineBot

A team of computer scientists from Facebook is trying to create a new advanced assistant in artificial intelligence and uses Minecraft to do it.

The ultimate goal is to create an assistant capable of handling a wide variety of tasks (artificial intelligence algorithms are usually very effective for one thing only) and to learn even more as they go along. interact with humans. Review of MIT technology reports. First, build a bot that can create anything you want in the Lego-like video game, like Minecraft.

Sandbox

In the published search on the pre-print server ArXiv, the researchers write that there is an almost unlimited number of possible tasks in Minecraft.

"The Minecraft players are creative and the variety of objects built by the players in Minecraft is staggering," they write. "These include monuments, sculptures, temples, roller coasters and entire cityscapes."

Language Arts

Understanding human speech is harder for a computer than it seems, even within the confines of a Minecraft server. In the game, players can explore a virtual world, exploit natural resources, create tools and create impossible structures in blocks.

The challenge for AI is to analyze these requests. Even by telling the AI ​​to build a structure with precise specifications, the bot would need to know what each word means and what the structure should look like, while distinguishing measures, instructions, and any other context that the player could send them.

READ MORE: Facebook creates an artificial intelligence wizard for Minecraft[[[[Review of MIT technology]

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