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Perspective: Purposeful Failure in Artificial Life and Artificial Intelligence

Complex systems fail. I argue that failures can be a blueprint characterizing living organisms and biological intelligence, a control mechanism to increase complexity in evolutionary simulations, and an alternative to classical fitness optimization. Imitating biological successes in Artificial Life and Artificial Intelligence can be misleading; imitating failures offers a path towards understanding and emulating life it in artificial systems.

preprint2021arXivOpen access
Lana Sinapayen
cs.CYNeural and Evolutionary ComputingMachine LearningArtificial Intelligence
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Open access1 author4 topics
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Lana Sinapayen

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