Towards autonomous artificial agents with an active self: Modeling sense of control in situated action

In this paper we present a computational modeling account of an active self in artificial agents. In particular we focus on how an agent can be equipped with a sense of control and how it arises in autonomous situated action and, in turn, influences action control. We argue that this requires laying out an embodied cognitive model that combines bottom-up processes (sensorimotor learning and fine-grained adaptation of control) with top-down processes (cognitive processes for strategy selection and decision-making). We present such a conceptual computational architecture based on principles of predictive processing and free energy minimization. Using this general model, we describe how a sense of control can form across the levels of a control hierarchy and how this can support action control in an unpredictable environment. We present an implementation of this model as well as first evaluations in a simulated task scenario, in which an autonomous agent has to cope with un-/predictable situations and experiences corresponding sense of control. We explore different model parameter settings that lead to different ways of combining low-level and high-level action control. The results show the importance of appropriately weighting information in situations where the need for low/high-level action control varies and they demonstrate how the sense of control can facilitate this.     

Changes in students’ goal pursuits and motivational regulations toward healthy behaviors during the pandemic: A Self-Determination Theory perspective

ObjectivesIn this study, we examined how students’ perceptions of teachers and parents’ need-supportive and need-thwarting behaviors, related to their intrinsic and extrinsic goal pursuits, and in turn their motivational regulations toward physical activity in virtual physical education lessons over a semester during the Sars-COV2 pandemic.DesignShort-term longitudinal study.MethodsStudents (M_age = 14.43, SD = 0.99) completed the targeted questionnaires at the beginning (T1, N = 295) and the end (T2, N = 194) of a virtual semester.ResultsThe results of the autoregressive model indicated that all measures were relatively stable from T1 to T2. Neither teachers nor parents’ need-supportive and need-thwarting behaviors at T1 predicted students’ intrinsic goal pursuits at T2, except for teachers’ need-supportive behaviors at T1 negatively marginally predicted students’ extrinsic goal pursuits at T2. The results also showed that intrinsic goal pursuits at T2 positively and negatively related to autonomous motivation and amotivation at T2, respectively. Extrinsic goal at T2 positively related to controlled motivation and amotivation at T2.ConclusionsFindings suggested that teachers need-supportive behaviors are important for decreasing students’ extrinsic goal pursuits, while parents’ need-thwarting behaviors relate to students’ amotivation over time during the lockdown periods. Also, students’ intrinsic goal pursuits would contribute positively to autonomous motivation and negatively to amotivation over time.     

补偿他人还是保护自己?内疚与羞耻情绪对合作行为的影响差异

作为两种常见且易被混淆的自我意识情绪, 诸多研究者对内疚和羞耻的产生前因及影响后效进行研究, 尤其是近年来的研究逐渐关注两者对合作行为的影响。我们通过对已有研究进行梳理发现, 内疚和羞耻对合作行为的影响及其机制存在差异, 内疚的影响更为稳定及具有普适性, 羞耻的影响具有复杂性和多样性, 更容易受到其他因素的影响。内疚和羞耻对合作行为的不同影响可从动机机制和调节机制两方面进行解释。首先, 动机机制包括内疚对他人的补偿、修复动机以及羞耻对自我的保护、修复动机。内疚对他人的补偿、修复动机主要体现在维护社会互动中的公平; 弥补对他人造成的伤害, 降低自己和他人的痛苦; 修复人际关系, 重新获得他人或自己的接纳与认同。羞耻对自我的保护、修复动机主要体现在释放消极的情绪状态; 维护积极的自我形象和声誉, 修复自我; 保护自我, 防止后续伤害及不良后果。总体而言, 内疚者关注过失行为及后果, 侧重于对受害他人的补偿或对与他人关系的修复, 而羞耻者关注整体自我的受损, 侧重于对自我的保护和对自己社会形象的修复, 基于此, 我们在前人研究的基础上构建了内疚与羞耻影响合作行为的动机机制对比模型图。其次, 调节机制涉及到个体因素和情境因素的调节作用, 其中个体因素包括认知因素、社会价值取向、自我控制能力、情绪特质和情绪状态, 情境因素包括暴露情境和掩蔽情境、实验情境和日常情境、相关情境和不相关情境。具体而言, 内疚对合作行为的影响的较少受情境的限制, 而羞耻受情境因素限制较多, 在暴露情境、相关情境中更能促进合作行为的产生, 而在掩蔽情境、不相关情境中, 羞耻较难影响个体的合作抉择, 且无论是实验室情境还是日常情境, 内疚似乎都比羞耻更易影响合作。最后, 鉴于内疚与羞耻的诱发和测量方法的有效性仍需检验, 两种情绪对合作行为影响的过程机制和生理机制仍不明晰, 个体因素影响的研究尚不充足以及跨文化研究较为缺乏, 未来研究可以从内疚和羞耻诱发与测量方法的有效性, 情绪作用发生的内在过程和生理机制, 情绪影响的个体和文化差异这几方面进行扩展和深挖。     

自闭症谱系障碍个体的社会动机缺陷

自闭症谱系障碍(ASD)是一种源于儿童期的神经发育障碍, 社会交往障碍是其核心特征, 与社会动机缺陷密切相关。社会动机是引导个体社会行为的强大动力, 主要表现为社会定向、社会奖赏和社会维持。现有研究表明, ASD个体的社会动机发展存在缺陷, 他们对社会刺激的注意偏向减少, 不能主动寻求和体会社会互动带来的快乐, 且缺乏维持社会关系的行为策略等。然而, 相关研究结果受到个体特征、环境和实验设计等因素的影响。研究者未来应综合考虑这些影响因素, 加强对ASD个体社会动机理论的整合研究, 以便全面系统地了解ASD个体的社会动机缺陷。     

时间感知在跨期决策中的作用——时间决策模型的新探索

“时间”是跨期决策的“必需品”, 人们感知到的延迟时间决定跨期决策的结果。近年来, 研究者发现“时间长度感知”、“时间资源感知”和“时间框架感知”是时间感知作用于跨期决策的主要方式。时间感知的神经作用机制包含微观层面和宏观层面两种。“对数/指数时间折扣模型”、“感知时间基础模型”及“多模态漂移扩散模型”解释了时间感知的作用方式。然而, 现有理论模型还存在诸多局限, 主要包括“长短时距预测偏差”和“实际决策与预期决策偏差”两个方面。因此, 深入探讨时间感知影响跨期决策的基本方式, 分析现有理论模型的局限性并提出整合的机制框架具有十分重要的意义。未来研究亟需进一步整合时间感知的理论模型, 开展脑机制与应用方面的研究, 从深层揭露时间感知的作用本质, 帮助个人与社会更理性地决策。     

青少年时间态度与学业拖延的关系：成就动机的中介作用

采用青少年时间态度量表、成就动机量表和学业拖延问卷,对 733名中学生进行调查,旨在探究时间态度与学业拖延的关系,揭示成就动机在时间态度与学业拖延之间的中介作用机制。结果发现（1）过去消极、现在消极和未来消极与学业拖延呈显著正相关,过去积极、现在积极和未来积极与学业拖延呈显著负相关。（2）过去消极、现在消极和未来消极与成就动机呈显著负相关,过去积极、现在积极和未来积极与成就动机呈显著正相关;成就动机与学业拖延呈显著负相关。（3）成就动机在现在消极与学业拖延之间起部分中介作用,在未来积极、未来消极与学业拖延之间起完全中介作用。     

旅游商品多语言包装策略的作用机制和影响效果——基于选择通达模型的视角

多语言包装策略被广泛应用于促进旅游商品的销售。然而, 现有研究仅从消费者感知视角出发, 难以揭示多语言线索的复杂效应。本研究基于选择通达模型, 主要探讨(1)多语言包装策略导致消费者推断旅游商品是针对某类群体(即对比效应)还是广泛模糊的“国际市场” (即同化效应)的作用机制; (2)多语言包装策略对旅游商品购买决策的影响机制。本研究有助于扩展旅游商品和包装语言的相关研究, 为旅游商品营销提供重要参考。     

The relationship between sensory responsiveness profiles,attachment orientations,and anxiety symptoms

Individual variations in the way people respond to sensory stimuli can sometimes lead to maladaptive representations of the world. Indeed, sensory responsiveness profiles were found to be associated with mood symptoms such as depression and anxiety. The goal of the current study was to investigate whether attachment orientations can account for the relationship between sensory responsiveness profiles and anxiety symptoms. Participants (N = 194) completed a battery of questionnaires assessing sensory responsiveness profiles, attachment orientations, and anxiety symptoms. As expected, various associations between sensory responsiveness profiles and anxiety symptoms were accounted for by attachment anxiety and avoidance. We suggest a possible causal path, in which early‐developing sensory responsiveness profiles lead to attachment insecurities, which in turn may lead to mood symptoms such as anxiety.     

A sixth personality domain that is independent of the Big Five domains: The psychometric properties of the HEXACO Personality Inventory in a Japanese sample

We investigated the reliability of the HEXACO‐Personality Inventory (HEXACO‐PI) using the NEO Five‐Factor Inventory (NEO‐FFI) and the International Personality Item Pool (IPIP) Big Five scales in a Japanese sample of 492 respondents (mean age = 20.4 years). The psychometric properties of the HEXACO‐PI were examined and found to be satisfactory. The results of the factor analysis showed that the six hypothesized personality domains were found independently. A total of 307 participants responded to the NEO‐FFI and the IPIP Big Five scales. The results showed that the five domains of the HEXACO model corresponded to the Five‐Factor domains and were relative to the Big Five personality domains as a whole, but the sixth domain, Honesty‐Humility, showed weak to moderate correlations with some factors of the NEO‐FFI and the IPIP Big Five scales. These results suggest that the Honesty‐Humility domain is independent of the five fundamental personality factors and that the HEXACO‐PI is a useful and reliable questionnaire for investigating personality structure in cross‐cultural and other context.     

Relationship Between Academic Motivation and Mathematics Achievement Among Indian Adolescents in Canada and India

This study examined the relationships between academic motivation—intrinsic motivation, extrinsic motivation, amotivation—and mathematics achievement among 363 Indian adolescents in India and 355 Indian immigrant adolescents in Canada. Results of hierarchical multiple regression analyses showed that intrinsic motivation, extrinsic motivation, and amotivation were not statistically significantly related to mathematics achievement among Indian adolescents in India. In contrast, both intrinsic motivation and extrinsic motivation were statistically significantly related to mathematics achievement among Indian immigrant adolescents in Canada. While intrinsic motivation was a statistically significant positive predictor of mathematics achievement among Indian immigrant adolescents in Canada, extrinsic motivation was a statistically significant negative predictor of mathematics achievement among Indian immigrant adolescents in Canada. Amotivation was not statistically significantly related to mathematics achievement among Indian immigrant adolescents in Canada. Implications of the findings for pedagogy and practice are discussed.