Google Researchers Build More Creative Chess AI by Fostering Diversity
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Google researchers built a diversified version of AlphaZero chess AI with multiple systems training independently. It exhibited more creativity.
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The diversified system tries different openings and strategies, like novel castling moves. It beat the original AlphaZero.
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With more played games seen, the AI has more options when facing sticky situations. Different rewards shape behaviors.
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Diversity helps AIs "think outside the box" and find solutions. It's like computational creativity via considering enough options.
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Cooperation in diverse teams leads to better performance, whether for humans or AI systems. There's still room for AI creativity growth.