论文标题

通过进化计算创意AI:原理和示例

Creative AI Through Evolutionary Computation: Principles and Examples

论文作者

Miikkulainen, Risto

论文摘要

人工智能的主要力量不是在建模我们已经知道的内容,而是在创建新的解决方案方面。这种解决方案存在于极大,高维且复杂的搜索空间中。基于人群的搜索技术,即进化计算的变体,非常适合找到它们。这些技术使在现实世界中找到实践问题的创造性解决方案成为可能,通过进化计算使创意AI成为可能的“下一个深度学习”。

The main power of artificial intelligence is not in modeling what we already know, but in creating solutions that are new. Such solutions exist in extremely large, high-dimensional, and complex search spaces. Population-based search techniques, i.e. variants of evolutionary computation, are well suited to finding them. These techniques make it possible to find creative solutions to practical problems in the real world, making creative AI through evolutionary computation the likely "next deep learning."

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