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本文引用的文献

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The adaptive origins of uniquely human sociality.独特人类社会性的适应性起源。
Philos Trans R Soc Lond B Biol Sci. 2020 Jul 20;375(1803):20190493. doi: 10.1098/rstb.2019.0493. Epub 2020 Jun 1.
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The emergence of emotionally modern humans: implications for language and learning.情感现代人的出现:对语言和学习的影响。
Philos Trans R Soc Lond B Biol Sci. 2020 Jul 20;375(1803):20190499. doi: 10.1098/rstb.2019.0499. Epub 2020 Jun 1.
3
Cognitive consequences of our grandmothering life history: cultural learning begins in infancy.祖母生活史的认知后果:文化学习始于婴儿期。
Philos Trans R Soc Lond B Biol Sci. 2020 Jul 20;375(1803):20190501. doi: 10.1098/rstb.2019.0501. Epub 2020 Jun 1.
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Reinforcement learning across development: What insights can we draw from a decade of research?发展中的强化学习:我们能从十年的研究中得到哪些启示?
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5
Searching for Rewards Like a Child Means Less Generalization and More Directed Exploration.像孩子一样寻找奖励意味着更少的泛化和更多的有针对性探索。
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6
Parental presence switches avoidance to attraction learning in children.父母的存在将儿童的回避学习转变为吸引学习。
Nat Hum Behav. 2019 Oct;3(10):1070-1077. doi: 10.1038/s41562-019-0656-9. Epub 2019 Jul 22.
7
Shake it baby, but only when needed: Preschoolers adapt their exploratory strategies to the information structure of the task.摇一摇,宝贝,但只在需要时摇:学龄前儿童根据任务的信息结构调整他们的探索策略。
Cognition. 2019 Dec;193:104013. doi: 10.1016/j.cognition.2019.104013. Epub 2019 Jul 4.
8
Creation across culture: Children's tool innovation is influenced by cultural and developmental factors.跨文化的创造:儿童工具创新受文化和发展因素的影响。
Dev Psychol. 2019 Apr;55(4):877-889. doi: 10.1037/dev0000672. Epub 2019 Jan 14.
9
The algorithmic architecture of exploration in the human brain.人类大脑探索的算法架构。
Curr Opin Neurobiol. 2019 Apr;55:7-14. doi: 10.1016/j.conb.2018.11.003. Epub 2018 Dec 6.
10
The limits of learning: Exploration, generalization, and the development of learning traps.学习的局限:探索、泛化与学习陷阱的发展。
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童年是解决探索与剥削之间紧张关系的一种方案。

Childhood as a solution to explore-exploit tensions.

机构信息

Department of Psychology, University of California, 2121 Berkeley Way, Room 3302, Berkeley, CA 94720-1650, USA.

出版信息

Philos Trans R Soc Lond B Biol Sci. 2020 Jul 20;375(1803):20190502. doi: 10.1098/rstb.2019.0502. Epub 2020 Jun 1.

DOI:10.1098/rstb.2019.0502
PMID:32475327
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7293160/
Abstract

I argue that the evolution of our life history, with its distinctively long, protected human childhood, allows an early period of broad hypothesis search and exploration, before the demands of goal-directed exploitation set in. This cognitive profile is also found in other animals and is associated with early behaviours such as neophilia and play. I relate this developmental pattern to computational ideas about explore-exploit trade-offs, search and sampling, and to neuroscience findings. I also present several lines of empirical evidence suggesting that young human learners are highly exploratory, both in terms of their search for external information and their search through hypothesis spaces. In fact, they are sometimes more exploratory than older learners and adults. This article is part of the theme issue 'Life history and learning: how childhood, caregiving and old age shape cognition and culture in humans and other animals'.

摘要

我认为,人类独特的、漫长的、受保护的童年期是人类生命史进化的结果,这使得我们在目标导向的开发需求出现之前,有一个广泛假设搜索和探索的早期阶段。这种认知特征也存在于其他动物身上,并与探索和玩耍等早期行为有关。我将这种发展模式与关于探索-开发权衡、搜索和抽样的计算思想以及神经科学发现联系起来。我还提出了几条经验证据表明,年轻的人类学习者在搜索外部信息和假设空间时都具有很强的探索性。事实上,他们有时比年长的学习者和成年人更具有探索性。本文是主题为“生命史与学习:童年、养育和老年如何塑造人类和其他动物的认知和文化”的特刊的一部分。