Evolved Open-Endedness in Cultural Evolution: A New Dimension in Open-Ended Evolution Research

IF 1.6 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Artificial Life Pub Date : 2022-03-24 DOI:10.48550/arXiv.2203.13050
James M. Borg, Andrew Buskell, Rohan Kapitány, S. Powers, E. Reindl, C. Tennie
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引用次数: 3

Abstract

The goal of Artificial Life research, as articulated by Chris Langton, is "to contribute to theoretical biology by locating life-as-we-know-it within the larger picture of life-as-it-could-be." The study and pursuit of open-ended evolution in artificial evolutionary systems exemplify this goal. However, open-ended evolution research is hampered by two fundamental issues: the struggle to replicate open-endedness in an artificial evolutionary system and our assumption that we only have one system (genetic evolution) from which to draw inspiration. We argue not only that cultural evolution should be seen as another real-world example of an open-ended evolutionary system but that the unique qualities seen in cultural evolution provide us with a new perspective from which we can assess the fundamental properties of, and ask new questions about, open-ended evolutionary systems, especially with regard to evolved open-endedness and transitions from bounded to unbounded evolution. Here we provide an overview of culture as an evolutionary system, highlight the interesting case of human cultural evolution as an open-ended evolutionary system, and contextualize cultural evolution by developing a new framework of (evolved) open-ended evolution. We go on to provide a set of new questions that can be asked once we consider cultural evolution within the framework of open-ended evolution and introduce new insights that we may be able to gain about evolved open-endedness as a result of asking these questions.
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文化进化中的进化开放性:开放进化研究的一个新维度
正如Chris Langton所阐述的,人工生命研究的目标是“通过将我们所知的生命定位在更大的生命图景中,为理论生物学做出贡献。”对人工进化系统中开放式进化的研究和追求就是这一目标的例证。然而,开放式进化研究受到两个基本问题的阻碍:在人工进化系统中复制开放性的斗争,以及我们认为我们只有一个系统(遗传进化)可以从中获得灵感的假设。我们认为,文化进化不仅应该被视为开放式进化系统的另一个现实世界的例子,而且文化进化中所看到的独特品质为我们提供了一个新的视角,我们可以从这个视角评估开放式进化系统的基本特性,并对其提出新的问题,特别是关于进化的开域性和从有界进化到无界进化的转变。在这里,我们概述了文化作为一个进化系统,强调了人类文化进化作为一个开放式进化系统的有趣案例,并通过开发一个新的(进化的)开放式进化框架,将文化进化置于情境中。我们接着提供了一系列新的问题,一旦我们在开放式进化的框架内考虑文化进化,我们就可以提出这些问题,并引入我们可能通过提出这些问题而获得的关于进化的开放性的新见解。
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来源期刊
Artificial Life
Artificial Life 工程技术-计算机:理论方法
CiteScore
4.70
自引率
7.70%
发文量
38
审稿时长
>12 weeks
期刊介绍: Artificial Life, launched in the fall of 1993, has become the unifying forum for the exchange of scientific information on the study of artificial systems that exhibit the behavioral characteristics of natural living systems, through the synthesis or simulation using computational (software), robotic (hardware), and/or physicochemical (wetware) means. Each issue features cutting-edge research on artificial life that advances the state-of-the-art of our knowledge about various aspects of living systems such as: Artificial chemistry and the origins of life Self-assembly, growth, and development Self-replication and self-repair Systems and synthetic biology Perception, cognition, and behavior Embodiment and enactivism Collective behaviors of swarms Evolutionary and ecological dynamics Open-endedness and creativity Social organization and cultural evolution Societal and technological implications Philosophy and aesthetics Applications to biology, medicine, business, education, or entertainment.
期刊最新文献
(A)Life as It Could Be. Comment on Randall D. Beer's "A(Life) as It Could Be". How Brains Perceive the World. On Recombination. Survival and Evolutionary Adaptation of Populations Under Disruptive Habitat Change: A Study With Darwinian Cellular Automata.
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