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artificial intelligence: How real people are using AI right now

It goes beyond everyday fiddling: In the last few years, companies and scholars have started to use AI to supercharge work they could never have imagined, designing new molecules with the help of an algorithm or building alien-like spaceship parts. ....

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Powerful Protein Design Software Harnesses Board Game-Playing AI

Scientists suggest "top-down" reinforcement learning approach could lead to better vaccines and cancer treatments, or new biodegradable textiles. ....

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Reinforcement learning: From board games to protein design: Protein design software developers have adapted an artificial intelligence strategy proven adept at chess and Go

Reinforcement learning: From board games to protein design: Protein design software developers have adapted an artificial intelligence strategy proven adept at chess and Go
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Reinforcement learning: From board games to p

An AI strategy proven adept at board games like Chess and Go, reinforcement learning, has now been adapted for a powerful protein design program. The results show that reinforcement learning can do more than master board games. When trained to solve long-standing puzzles in protein science, the software excelled at creating useful molecules. In one experiment, proteins made with the new approach were found to be more effective at generating useful antibodies in mice than were previous methods. If this method is applied to the right research problems, it likely could accelerate progress in a variety of scientific fields. ....

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From Board Games to Protein Design: Reinforcement Learning

From Board Games to Protein Design: Reinforcement Learning
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