神经进化：在人工智能代理设计中发挥创造力

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Neuroevolution: Harnessing Creativity in AI Agent Design

英文版在线阅读

神经 进化：在人工智能 代理设计中发挥创造力

Sebastian Risi、Yujin Tang、David Ha和Risto Miikkulainen的麻省理工学院出版社书籍

Melanie Mitchell的前言

这本书的在线版本现在以开放访问的HTML格式免费提供。印刷版将于2026年晚些时候发布。

“这本书介绍了进化计算中最有影响力的发展之一，对于该领域的专家和新来者来说都是必读之作。其易于访问的风格，结合说明性示例和软件，全面概述了几十年来将基于神经的学习与进化方法相结合的工作。”

-Stephanie Forrest，亚利桑那州立大学教授

“这本书是神经进化领域的唯一全面概述。这是一个极好的参考资料，无疑将长期作为不断发展的神经网络的最终实践和历史介绍。”

-Ken Stanley，Lila Sciences的高级副总裁

Neuroevolution: Harnessing Creativity in AI Agent Design

An MIT Press Book by Sebastian Risi, Yujin Tang, David Ha, and Risto Miikkulainen

Foreword by Melanie Mitchell

The online version of the book is now freely available in an open-access HTML format. The print edition will be released later in 2026.

“Covering one of the most influential developments in evolutionary computing, this book is a must read for experts in the field and newcomers alike. Its easily accessible style, combined with illustrative examples and software, provides a comprehensive overview of several decades of work that have married neural-based learning with evolutionary methods.”

-Stephanie Forrest, Professor at Arizona State University

“This book is the one and only comprehensive overview of the field of neuroevolution. It is a superb reference and will undoubtedly long serve as the definitive practical and historical introduction to evolving neural networks.”

-Ken Stanley, SVP at Lila Sciences