混合生命:整合生物、人工和认知系统。

IF 3.2 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Wiley Interdisciplinary Reviews-Cognitive Science Pub Date : 2023-11-01 Epub Date: 2023-07-05 DOI:10.1002/wcs.1662
Manuel Baltieri, Hiroyuki Iizuka, Olaf Witkowski, Lana Sinapayen, Keisuke Suzuki
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引用次数: 1

摘要

人工生命是一个基于物理、自然和计算科学的多学科方法,研究生命的过程和属性的研究领域。人工生命的目的是通过对生命系统基本特性的理论、综合和经验模型,促进对生命的全面研究,超越“我们所知道的生命”,走向“可能的生命”。虽然人工生命仍然是一个相对年轻的领域,但它已经为具有不同背景、欢迎思想和来自广泛学科的贡献的研究人员提供了一个蓬勃发展的环境。《混合生命》将我们的注意力引向了人工生命领域的一些最新发展,这些发展植根于更传统的人工生命研究,但着眼于与其他领域相互作用中出现的新挑战。混合生命旨在涵盖能够从基本原理出发理解系统是什么以及生物和人工系统如何相互作用和整合以形成新型混合(生命)系统、个体和社会的研究。要做到这一点,它侧重于三个互补的观点:系统和代理理论,混合增强和混合交互。系统和代理的理论用于定义系统,它们之间的区别(例如,生物的或人工的,自主的或非自主的),以及多个系统如何相互关联以形成新的混合系统。混合增强关注的是紧密连接的系统的实现,它们可以作为一个单一的集成系统。混合相互作用是指由不同的生物和非生物系统组成的异质群体之间的相互作用。在讨论了这些主题的一些主要灵感来源之后,我们将重点介绍2018年至2022年由年度人工生命会议主办的混合生命特别会议上出现的作品。本文分类如下:神经科学b>认知哲学>人工智能计算机科学与机器人>机器人技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Hybrid Life: Integrating biological, artificial, and cognitive systems.

Artificial life is a research field studying what processes and properties define life, based on a multidisciplinary approach spanning the physical, natural, and computational sciences. Artificial life aims to foster a comprehensive study of life beyond "life as we know it" and toward "life as it could be," with theoretical, synthetic, and empirical models of the fundamental properties of living systems. While still a relatively young field, artificial life has flourished as an environment for researchers with different backgrounds, welcoming ideas, and contributions from a wide range of subjects. Hybrid Life brings our attention to some of the most recent developments within the artificial life community, rooted in more traditional artificial life studies but looking at new challenges emerging from interactions with other fields. Hybrid Life aims to cover studies that can lead to an understanding, from first principles, of what systems are and how biological and artificial systems can interact and integrate to form new kinds of hybrid (living) systems, individuals, and societies. To do so, it focuses on three complementary perspectives: theories of systems and agents, hybrid augmentation, and hybrid interaction. Theories of systems and agents are used to define systems, how they differ (e.g., biological or artificial, autonomous, or nonautonomous), and how multiple systems relate in order to form new hybrid systems. Hybrid augmentation focuses on implementations of systems so tightly connected that they act as a single, integrated one. Hybrid interaction is centered around interactions within a heterogeneous group of distinct living and nonliving systems. After discussing some of the major sources of inspiration for these themes, we will focus on an overview of the works that appeared in Hybrid Life special sessions, hosted by the annual Artificial Life Conference between 2018 and 2022. This article is categorized under: Neuroscience > Cognition Philosophy > Artificial Intelligence Computer Science and Robotics > Robotics.

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来源期刊
CiteScore
7.30
自引率
7.70%
发文量
50
期刊最新文献
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