• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

探索适应性:自闭症谱系障碍中的强化学习。

Adapted to explore: reinforcement learning in Autistic Spectrum Conditions.

机构信息

Technion - Israel Institute of Technology, Haifa, Israel.

出版信息

Brain Cogn. 2010 Mar;72(2):317-24. doi: 10.1016/j.bandc.2009.10.005. Epub 2009 Nov 12.

DOI:10.1016/j.bandc.2009.10.005
PMID:19913345
Abstract

Recent studies have recorded a tendency of individuals with Autism Spectrum Conditions (ASC) to continually change their choices in repeated choice tasks. In the current study we examine if this finding implies that ASC individuals have a cognitive style that facilitates exploration and discovery. Six decision tasks were administered to adolescents with ASC and matched controls. Significant differences in shifting between choice options appeared in the Iowa Gambling task (Bechara, Damasio, Damasio, & Anderson, 1994). A formal cognitive modeling analysis demonstrated that for about half of the ASC participants the adaptation process did not conform to the standard reinforcement learning model. These individuals were only coarsely affected by choice-outcomes, and were more influenced by the exploratory value of choices, being attracted to previously un-explored alternatives. An examination of the five simpler decision tasks where the advantageous option was easier to determine showed no evidence of this pattern, suggesting that the shifting choice pattern is not an uncontrollable tendency independent of task outcomes. These findings suggest that ASC individuals have a unique adaptive learning style, which may be beneficial is some learning environment but maladaptive in others, particularly in social contexts.

摘要

最近的研究记录了自闭症谱系障碍(ASC)个体在重复选择任务中不断改变选择的倾向。在目前的研究中,我们研究了这一发现是否意味着 ASC 个体具有促进探索和发现的认知风格。对患有 ASC 的青少年和匹配的对照组进行了六项决策任务。在爱荷华赌博任务(Bechara、Damasio、Damasio 和 Anderson,1994)中出现了选择选项之间显著的转换差异。正式的认知建模分析表明,对于大约一半的 ASC 参与者来说,适应过程不符合标准的强化学习模型。这些个体仅受到选择结果的粗略影响,并且受到选择的探索价值的影响更大,被以前未探索过的替代方案所吸引。对五个更简单的决策任务的检查显示,其中有利选项更容易确定,没有证据表明存在这种模式,这表明选择模式的转变不是一种独立于任务结果的不可控趋势。这些发现表明,ASC 个体具有独特的适应性学习风格,这种风格在某些学习环境中可能是有益的,但在其他环境中,特别是在社会环境中,可能是适应不良的。

相似文献

1
Adapted to explore: reinforcement learning in Autistic Spectrum Conditions.探索适应性:自闭症谱系障碍中的强化学习。
Brain Cogn. 2010 Mar;72(2):317-24. doi: 10.1016/j.bandc.2009.10.005. Epub 2009 Nov 12.
2
Older adults as adaptive decision makers: evidence from the Iowa Gambling Task.作为适应性决策者的老年人:来自爱荷华赌博任务的证据。
Psychol Aging. 2005 Jun;20(2):220-5. doi: 10.1037/0882-7974.20.2.220.
3
Motivational processes and autonomic responsivity in Asperger's disorder: evidence from the Iowa Gambling Task.阿斯伯格综合征中的动机过程与自主反应性:来自爱荷华赌博任务的证据。
J Int Neuropsychol Soc. 2006 Sep;12(5):668-76. doi: 10.1017/S1355617706060802.
4
Pupil diameter predicts changes in the exploration-exploitation trade-off: evidence for the adaptive gain theory.瞳孔直径可预测探索-开发权衡的变化:对适应增益理论的证据。
J Cogn Neurosci. 2011 Jul;23(7):1587-96. doi: 10.1162/jocn.2010.21548. Epub 2010 Jul 28.
5
Attributing social and physical meaning to ambiguous visual displays in individuals with higher-functioning autism spectrum disorders.赋予高功能自闭症谱系障碍个体对模糊视觉显示的社会和物理意义。
Brain Cogn. 2006 Jun;61(1):40-53. doi: 10.1016/j.bandc.2005.12.016. Epub 2006 Feb 23.
6
Regulatory fit and systematic exploration in a dynamic decision-making environment.在动态决策环境中进行的调节适配和系统探索。
J Exp Psychol Learn Mem Cogn. 2010 May;36(3):797-804. doi: 10.1037/a0018999.
7
Decision-making in amnesia: do advantageous decisions require conscious knowledge of previous behavioural choices?失忆症中的决策:有利的决策是否需要对先前行为选择有有意识的认知?
Neuropsychologia. 2006;44(8):1315-24. doi: 10.1016/j.neuropsychologia.2006.01.014. Epub 2006 Mar 2.
8
Impact of ambiguity and risk on decision making in mild Alzheimer's disease.模糊性和风险对轻度阿尔茨海默病决策的影响。
Neuropsychologia. 2008;46(7):2043-55. doi: 10.1016/j.neuropsychologia.2008.02.002. Epub 2008 Feb 8.
9
[Cognitive predictors of social improvement in adolescents with autism spectrum-disorders].[自闭症谱系障碍青少年社交改善的认知预测因素]
Tijdschr Psychiatr. 2007;49(2):65-74.
10
A mixed-effects expectancy-valence model for the Iowa gambling task.用于爱荷华赌博任务的混合效应期望-效价模型。
Behav Res Methods. 2009 Aug;41(3):657-63. doi: 10.3758/BRM.41.3.657.

引用本文的文献

1
Forgetting phenomena in the Iowa Gambling Task: a new computational model among diverse participants.爱荷华赌博任务中的遗忘现象:不同参与者中的一种新计算模型。
Front Psychol. 2025 Jun 5;16:1510151. doi: 10.3389/fpsyg.2025.1510151. eCollection 2025.
2
Sensory-movement underpinnings of lifelong neurodivergence: getting a grip on autism.终身神经差异的感觉运动基础:深入了解自闭症
Front Integr Neurosci. 2025 Apr 14;19:1489322. doi: 10.3389/fnint.2025.1489322. eCollection 2025.
3
A review on exploration-exploitation trade-off in psychiatric disorders.
关于精神疾病中探索-利用权衡的综述。
BMC Psychiatry. 2025 Apr 26;25(1):420. doi: 10.1186/s12888-025-06837-w.
4
Hot and Cool Executive Function in Children with Autism Spectrum Disorder and Schizotypal Traits.自闭症谱系障碍和分裂型特质儿童的冷热执行功能
Brain Sci. 2025 Mar 6;15(3):282. doi: 10.3390/brainsci15030282.
5
Social and executive functioning in individuals with autism spectrum disorder without intellectual disability: The case-control study protocol of the CNeSA study.无智力障碍的自闭症谱系障碍个体的社交与执行功能:CNeSA研究的病例对照研究方案
Front Child Adolesc Psychiatry. 2023 Apr 21;2:1149244. doi: 10.3389/frcha.2023.1149244. eCollection 2023.
6
Decomposing decision-making in preschoolers: Making decisions under ambiguity versus risk.幼儿决策分解:在模糊性与风险下做决策。
PLoS One. 2024 Sep 30;19(9):e0311295. doi: 10.1371/journal.pone.0311295. eCollection 2024.
7
Reduced effects of social feedback on learning in Turner syndrome.特纳综合征患者学习过程中社会反馈的效果降低。
Sci Rep. 2023 Sep 22;13(1):15858. doi: 10.1038/s41598-023-42628-7.
8
Choice behavior in autistic adults: What drives the extreme switching phenomenon?自闭症成人的选择行为:是什么导致了极端切换现象?
PLoS One. 2023 Mar 2;18(3):e0282296. doi: 10.1371/journal.pone.0282296. eCollection 2023.
9
From Puzzle to Progress: How Engaging With Neurodiversity Can Improve Cognitive Science.从谜题到进步:参与神经多样性如何改善认知科学。
Cogn Sci. 2023 Feb;47(2):e13255. doi: 10.1111/cogs.13255.
10
What Is Social about Autism? The Role of Allostasis-Driven Learning.自闭症的社会性体现在何处?基于稳态调节驱动学习的作用。
Brain Sci. 2021 Sep 25;11(10):1269. doi: 10.3390/brainsci11101269.