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2024-11-11

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DeepMind's new AI ("DreamerV3") finds diamonds in Minecraft without being taught (www.nature.com)

submitted 2 days ago by [email protected] to c/[email protected]

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An artificial intelligence (AI) system has for the first time figured out how to collect diamonds in the hugely popular video game Minecraft — a difficult task requiring multiple steps — without being shown how to play. Its creators say the system, called Dreamer, is a step towards machines that can generalize knowledge learned in one domain to new situations, a major goal of AI.

Collecting a diamond is “a very hard task”, says computer scientist Jeff Clune at the University of British Columbia in Vancouver, Canada, who was part of a separate team that trained a program to find diamonds using videos of human play. “There is no question this represents a major step forward for the field.”

An even bigger target for AI, says Clune, is the ultimate challenge for Minecraft players: killing the Ender Dragon, the virtual world’s most fearsome creature.

The associated preprint

Associated blog post

~~Neuro-sama: finally a worthwhile opponent~~

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[–] [email protected] 3 points 2 days ago

They've only just achieved this - something that a six year old can do - and yet there are dozens of corporations and startups claiming to already be developing humanoid robots. Yeah I don't think the humanoid robots are going to be here soon. Imagine 300kg of steel with the intelligence of a 6 year old barrelling down the street.