Exploration

探索
  • 文章类型: Journal Article
    环境富集,这使得动物的环境更加复杂,最初是为了提高圈养动物的福利和认知能力,最近被应用于农场动物。丰富可以是感官的,物理,社会,职业,以喂养为基础,或者这些的混合,以改善动物福利。我们认为,富集共享向动物提供信息的共同因素,因此,富集就是通过与环境互动为动物提供获取信息的方式。动物喜欢获取信息,获取信息的过程使他们能够更好地适应未来的环境。这种重新定义的浓缩观点具有若干含义,包括延长暴露于浓缩的持续时间不一定会增加该浓缩的影响,中性甚至轻微的负面刺激可能仍然丰富,复杂多变的环境正在丰富,动物与环境的接触越强烈,它将更多地受益于丰富。应通过对富集文献中的发现进行全面的重新分析和/或专门的实验来进一步探索这些含义。
    Environmental enrichment, that is making the environment of animals more complex, was first designed to enhance the welfare and cognitive abilities of captive animals, and was more recently applied to farm animals. Enrichments can be sensory, physical, social, occupational, feeding-based, or a mix of these, with a view to improve animals\' welfare. We posit that enrichments share the common factor of providing information to animals so that enrichment is all about providing the animal with a way to acquire information by interacting with the environment. Animals enjoy acquiring information, and the process of acquiring information acts in a way that enables them to better adapt to future environments. This reframed view of enrichment has several implications including prolonging the duration of exposure to an enrichment does not necessarily increase the impact of that enrichment, neutral and even slightly negative stimuli may still be enriching, complex and variable environments are enriching, and the more intensively an animal can engage with the environment, the more it will benefit from enrichments. These implications should be further explored by comprehensive re-analyses of findings from the enrichment literature and/or by dedicated experiments.
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  • 文章类型: Journal Article
    发展心理学的身体转向重新引起了人们对早期运动发育如何促进和增强生命最初几年的认知发展的兴趣。通过突出体现的感知运动与世界的互动,体现认知学习强调经验和感知运动机制在调节人-环境系统发展中的重要性。该领域目前需要将这种概念框架与复杂的日常材料和社会文化景观相结合的研究,这些材料和社会文化景观是婴儿发展轨迹的来源。我们,因此,旨在将身体锚定探索的概念细化与幼儿教育(ECE)的日常环境的背景现实联系起来-这里位于巴西的背景-作为相关的社会和文化供应商和婴儿发展轨迹的调制器。其次,我们思考国家教学课程的前提及其在更密切地调节经验质量和人与环境关系系统方面的作用。文化历史心理学,与生态心理学原理对话,构成了支撑微遗传分析的理论框架。通过分析位于欧洲经委会背景下的局灶性婴儿的探索性动作的发作,我们试图通过考虑体现探索事件中的占有方式来理解体现认知加工的运动感知指标。我们考虑到早期儿童教育的官方国家文件,对教学意义进行了反思。这项工作有助于为婴儿的日常社会文化体现的经历及其在教学导向的环境中的发展提供补充的见解。
    The corporeal turn in developmental psychology has rekindled interest regarding how early motor development contributes to and enhances cognitive development across the first years of life. By highlighting embodied perceptual-motor engagement with the world, embodied cognitive learning emphasizes the importance of experience and perceptual-motor mechanisms in modulating the development of person-environment systems. The field currently calls for research that combines such conceptual frameworks with the complex everyday material and sociocultural landscapes that resource infants\' developmental trajectories. We, therefore, aim to connect the conceptual refinement of bodily-anchored exploration to the contextual reality of everyday settings of early childhood education (ECE)-here situated in the Brazilian context-as relevant social and cultural suppliers and modulators of the developmental trajectories of babies. Secondarily, we ponder on the premises of national pedagogical curricula and their role in mediating the quality of experiences and systems of person-environment relations more closely. Cultural-historical psychology, in dialogue with the principles of Ecological Psychology, constitutes the theoretical framework that underpins the microgenetic analyses conducted. By analyzing episodes of exploratory actions of a focal baby situated in the ECE context, we seek to apprehend motor-perceptual indicators of embodied cognitive processing by considering the modes of appropriation entailed in episodes of embodied exploration. We reflect on pedagogical implications considering official national documents of early childhood education. This work contributes by providing complementary insights into the nature of infants\' everyday sociocultural embodied experiences and their development in pedagogically oriented settings.
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  • 文章类型: Journal Article
    在协作多智能体强化学习中,agent基于所有agent共享的奖励,共同优化一个集中的价值函数,并通过价值函数分解学习去中心化的策略。尽管这样的学习框架被认为是有效的,从奖励中估计个人贡献,这对于学习高度合作的行为至关重要,很难。此外,当强化和惩罚时,它变得更具挑战性,帮助增加或减少代理人的特定行为,共存,因为最大化强化和最小化惩罚的过程在实践中往往会发生冲突。这项研究提出了一种新的探索方案,称为多智能体分解的基于奖励的探索(MuDE),它最好基于修改后的奖励分解方案探索与正子奖励相关的动作空间,从而有效探索现有勘探方案无法达到的行动空间。我们通过一系列具有挑战性的《星际争霸II》微观管理和经过修改的捕食者-猎物任务来评估MuDE,这些任务扩展到包括强化和惩罚。结果表明,MuDE准确地估计了子奖励,并且在收敛速度和获胜率方面都优于最先进的方法。
    In cooperative multi-agent reinforcement learning, agents jointly optimize a centralized value function based on the rewards shared by all agents and learn decentralized policies through value function decomposition. Although such a learning framework is considered effective, estimating individual contribution from the rewards, which is essential for learning highly cooperative behaviors, is difficult. In addition, it becomes more challenging when reinforcement and punishment, help in increasing or decreasing the specific behaviors of agents, coexist because the processes of maximizing reinforcement and minimizing punishment can often conflict in practice. This study proposes a novel exploration scheme called multi-agent decomposed reward-based exploration (MuDE), which preferably explores the action spaces associated with positive sub-rewards based on a modified reward decomposition scheme, thus effectively exploring action spaces not reachable by existing exploration schemes. We evaluate MuDE with a challenging set of StarCraft II micromanagement and modified predator-prey tasks extended to include reinforcement and punishment. The results show that MuDE accurately estimates sub-rewards and outperforms state-of-the-art approaches in both convergence speed and win rates.
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  • 文章类型: Journal Article
    对人类及其物体的吸引力增加通常是在反复和积极的人类与野生动物相遇(例如在旅游环境中提供的食物)之后产生的。这种“过度吸引”的原因,这可能是由于人类和食物之间的学习联系,在野生动物中的研究仍然很少。了解人类对动物反应的影响对于防止负面影响(例如侵略)至关重要。我们向两组自由放养的棕色skuas展示了三个新颖的物体(Catharactaantarcticassp。lonnbergi)在遥远的南极,它们的栖息地显示没有或最小的人为干扰。一组(Verte)中的Skuas以前曾与人类实验者一起参加过重复的食物奖励行为和认知任务;另一组(Ratmanoff)中的skuas从未这样做过。物体由(i)一个类似天然食物的物体(塑料鱼)组成,(ii)一个人为食物对象(真正的蛋糕片),和(iii)一个人为的非食物物体(黄色手套)。Verte小组的skuas接近人类实验者,并且在新颖的物体上更快地啄食。因此,人类与食物的联系可能会导致对人类的吸引力增加,并对以前幼稚的棕色斯卡鲁进行了新奇的探索,使这个物种成为研究人类经验对野生动物行为的影响的有用模型。
    Increased attraction to humans and their objects often arises after repeated and positive human-wildlife encounters (e.g. food provided in tourist settings). The causes of this \'over-attraction\', which may result from a learned association between humans and food, are still poorly studied in wild animals. Understanding the influence of humans on animals\' responses is yet crucial to prevent negative effects (e.g. aggression). We presented three novel objects to two groups of free-ranging brown skuas (Catharacta antarctica ssp. lonnbergi) in the remote sub-Antarctic, where their habitats show no or minimal human disturbance. Skuas in one group (Verte) had previously participated in repeated food-rewarded behavioural and cognitive tasks with a human experimenter; skuas in the other group (Ratmanoff) had never done so. Objects consisted of (i) one natural-food-resembling object (plastic fish), (ii) one anthropogenic food object (real cake slice), and (iii) one anthropogenic non-food object (yellow glove). Verte group skuas approached the human experimenter and pecked significantly more and sooner at novel objects. Human-food association may have thus resulted in increased attraction to humans and novelty exploration in previously naive brown skuas, making this species a useful model for investigating the consequences of experience with humans on wildlife behaviour.
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  • 文章类型: Journal Article
    建立社会纽带是青春期的一项关键任务,它为学习提供了机会,身份形成,和社会支持。未能在青春期建立亲密关系会阻碍成人的人际关系功能,并导致诸如孤独和抑郁等问题。在青春期,增加的奖励敏感性和更大的社会灵活性都有助于健康的社会发展,然而,我们缺乏一个清晰的理论,这些过程如何相互作用,以支持社会功能。这里,我们建议使用计算强化学习框架来综合这两个文献,该框架将青少年如何从社会奖励中追求和学习作为社会探索利用问题。成为社会技能,青少年必须平衡他们在特定群体中形成个人纽带的努力,并管理多个群体的成员资格,以最大限度地获取社会资源。我们借鉴了关于集体网络中社会资本的社会学研究以及关于觅食与合作的神经认知研究的见解,以描述青少年在现代世界中航行时所面临的社会探索-利用困境,这些人越来越多地获得各种资源和组成员资格。我们的帐户为研究社会群体中青少年行为的动态以及了解社会价值计算如何支持成年后的积极关系提供了重要的新方向。
    Building social bonds is a critical task of adolescence that affords opportunities for learning, identity formation, and social support. Failing to develop close relationships in adolescence hinders adult interpersonal functioning and contributes to problems such as loneliness and depression. During adolescence, increased reward sensitivity and greater social flexibility both contribute to healthy social development, yet we lack a clear theory of how these processes interact to support social functioning. Here, we propose synthesizing these two literatures using a computational reinforcement learning framework that recasts how adolescents pursue and learn from social rewards as a social explore-exploit problem. To become socially skilled, adolescents must balance both their efforts to form individual bonds within specific groups and manage memberships across multiple groups to maximize access to social resources. We draw on insights from sociological studies on social capital in collective networks and neurocognitive research on foraging and cooperation to describe the social explore-exploit dilemma faced by adolescents navigating a modern world with increasing access to diverse resources and group memberships. Our account provides important new directions for examining the dynamics of adolescent behavior in social groups and understanding how social value computations can support positive relationships into adulthood.
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  • 文章类型: Journal Article
    在群体中觅食的个人面临着日益激烈的竞争,但可以从有关觅食机会的社会信息中受益,从而最终提高生存率。人格特质可以与食物寻找策略相关,例如Shyer个人寻找他人的食物发现。个性和觅食策略如何在具有不同群体组成的社会觅食环境中相互作用,受到的关注较少。这里,我们进行了实验来研究探索性人格之间的关系,在野生捕获的红色结中,组大小(1-4只鸟)和觅食成功(即找到食物斑块的速度)。我们发现更快的探险家,当独自觅食时,比较慢的探险家更快地发现食物补丁。在团体中,然而,探索速度较慢的鸟类比快速探险者更快地寻找食物。这表明探索速度较慢的个体从群体觅食中受益。他们似乎对社会线索更敏感,与更快的探险家相比,当它们在一起时,它们比单独觅食时更快地找到食物。我们讨论了具有不同性格和觅食策略的个人如何在社会觅食环境中共存,其成本和收益与策略相关。
    Individuals foraging in groups face increased competition but can benefit from social information on foraging opportunities that can ultimately increase survival. Personality traits can be associated with food-finding strategies, such as shyer individuals scrounging on the food discoveries of others. How personality and foraging strategy interact in a social foraging context with different group compositions received less attention. Here, we conducted experiments to investigate the relationship between exploratory personality, group size (1-4 birds) and foraging success (i.e. speed of finding a food patch) in wild-caught red knots. We found that faster explorers, when foraging alone, discover food patches quicker than slower explorers. In groups, however, slower-exploring birds became quicker at finding food than fast explorers. This shows that slower-exploring individuals benefit from group foraging. They seem to be more perceptive to social cues, and in contrast to faster explorers, they become quicker at finding food when they are in a group than when foraging alone. We discuss how individuals with different personalities and foraging strategies can coexist in a social foraging context with different costs and benefits associated with their strategies.
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  • 文章类型: Journal Article
    基于机器学习的行为跟踪是行为科学中一种快速增长的方法,可以提供具有高空间和时间分辨率的数据,同时降低观察者偏差的风险。然而,只有少数犬行为研究应用了这种方法。在目前的研究中,我们使用三维(3D)跟踪狗的身体来研究与看护者的分离如何影响狗在新环境中的行为。在研究期间,狗可以在配备有试验独特物体的房间里自由活动。我们操纵了整个试验,无论主人和/或陌生人是否在场,以评估安全的基础效果,与另一个人相比,在照顾者面前探索和玩耍的倾向更多。这种安全的基础效应被认为是人类依恋纽带的关键特征,也已针对狗与看护者的关系进行了描述。跟踪数据在内部是一致的,并且与人类评分和测量结果高度相关。结果表明,主人和陌生人都显着增加了狗的探索;当他们在场时,狗也花了更多的时间在主人和陌生人位置附近。即使主人和陌生人的存在对狗的行为产生了重大影响,业主的影响更加明显。此外,在陌生人在场的情况下,狗花费更多的时间靠近它们的主人,并显示出减少的尾巴摇摆的不对称,以右侧进一步支持主人和陌生人对狗的行为的明显影响。我们得出的结论是,机器驱动的3D跟踪为狗的探索和依恋相关行为的详细行为分析提供了有效和可靠的访问。
    Machine-learning-based behavioural tracking is a rapidly growing method in the behavioural sciences providing data with high spatial and temporal resolution while reducing the risk of observer bias. Nevertheless, only a few canine behaviour studies have applied this method. In the current study, we used three-dimensional (3D) tracking of the dogs\' bodies to study how separation from the caregiver affected the dogs\' behaviour in a novel environment. During the study, the dogs could move freely in a room equipped with trial-unique objects. We manipulated across trials whether the owner and/or a stranger was present in the room to evaluate the secure base effect, the tendency to explore and play more in the presence of the caregiver compared to another person. This secure base effect is considered a key characteristic of human attachment bonds and has also been described for the dog-caregiver relationship. The tracking data were internally consistent and highly correlated with human scorings and measurements. The results show that both the owner and stranger significantly increased the dogs\' exploration; the dogs also spent more time in the proximity of the owner and stranger location when they were present. Even though the presence of both owner and stranger had a significant effect on the dogs\' behaviour, the effect of the owner was more pronounced. Moreover, in the presence of the stranger the dogs spent more time close to their owner and showed a reduced tail-wagging asymmetry to the right side further supporting the distinct effect of owner and stranger on the dogs\' behaviour. We conclude that machine-driven 3D tracking provides an efficient and reliable access for detailed behavioural analyses of dogs\' exploration and attachment-related behaviours.
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  • 文章类型: Journal Article
    动物通常在不同时间和/或环境下表现出与同一种群中其他个体不同的行为特征的一致性。即动物人格。我们目前对导致行为特征在动物一生中保持稳定或变得解耦的因素有相当不完整的理解。在这项研究中,我们研究了变态在新热带毒蛙动物人格发育中的作用,在发育过程中经历剧烈形态和生态变化的物种。我们使用实验室饲养的亮大腿毒蛙股骨Allobates个体来评估t阶段是否已经存在一致的个体差异,如果这些差异在整个变态过程中保持不变。我们发现了两种人格特质的证据,探索和大胆,已经存在于股a。t中。尽管形态发生了剧烈的变化,生理学,以及从t到变质的过渡中的栖息地,人格特质贯穿整个变态,提示测量的行为特征的生理和/或遗传基础。我们还发现,探索和大胆相关的行为与生长速度相关。与非常害羞和非探索性的人相比,非常大胆和探索性的人在变态之前花费的时间更少,这符合生命速度综合症的概念。这些发现为具有复杂生命周期的物种中产生人格的直接机制提供了重要见解。
    Animals often show consistency in their behavioural repertoire across time and/or contexts that differs from other individuals of the same population, i.e. animal personality. We currently have quite an incomplete understanding of the factors that lead to behavioural traits remaining stable - or becoming decoupled - over an animal\'s lifetime. In this study, we investigated the role of metamorphosis in the development of animal personality in a Neotropical poison frog, a species that undergoes drastic morphological and ecological changes during its development. We used lab-reared individuals of the brilliant-thighed poison frog Allobates femoralis to assess if consistent individual differences are already present at the tadpole stage, and if these differences are maintained throughout metamorphosis. We found evidence for two personality traits, exploration and boldness, already present in A. femoralis tadpoles. Despite the drastic changes in morphology, physiology, and habitat in the transition from tadpoles to metamorphs, personality traits persisted throughout metamorphosis, suggesting a physiological and/or genetic basis for the measured behavioural traits. We also found that exploration and boldness related behaviours were correlated with growth speed. Very bold and explorative individuals took fewer days until metamorphosis compared to very shy and non-explorative ones, which is in line with the concept of a Pace-of-Life Syndrome. These findings provide important insights into the proximate mechanisms that generate personality in species with complex life cycles.
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  • 文章类型: Journal Article
    环境变异在动物人格的进化和维持中起着关键作用。具有不同人格类型的个体可能表现出不同的栖息地偏好。或者,跨空间的个人行为变化可能是对不同栖息地的可塑性适应。我们的研究旨在调查栖息地的选择是否受个体个性的影响。我们评估了个人的活动水平,大胆,探索雄性毒蛙,并在受控的实验室条件下进行了栖息地选择测试。个人的行为是一致的,但是所有经过测试的青蛙都选择了复杂而不是简单的栖息地。在选择测试中,具有大胆和探索性的个体在两个不同的栖息地之间也显示出更多的运动。这些结果表明,在高度标准化的人工设置中测量的人格,比如一个新颖的环境测试,确实可以反映大胆和探索相关的行为,以更自然的设置衡量。
    Environmental variation plays a key role in the evolution and maintenance of animal personality. Individuals with different personality types might exhibit different habitat preferences. Alternatively, variation in individual behaviour across space could arise as a plastic adaptation to distinct habitats. Our study aims to investigate if habitat choice is influenced by an individual\'s personality. We assessed individual levels of activity, boldness, and exploration in male poison frogs, and performed a habitat choice test under controlled laboratory conditions. Individuals were consistent in their behaviours, but all tested frogs chose the complex over the simple habitat. Individuals that were characterized as bold and very explorative also showed more movements between the two different habitats in the choice test. These results indicate that personality measured in a highly standardized artificial setup, such as a novel environment test, indeed can reflect boldness and exploration related behaviours measured in a more naturalistic setup.
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  • 文章类型: Journal Article
    我们调查了如何促进多样化,健康的食物选择会影响长期的饮食选择。我们假设鼓励探索有营养的植物性食物将导致饮食的持久改善。参与者(N=211)被随机分为两组进行为期6周的干预:固定菜单组每周给予相同的大菜单,而变化的菜单组每周收到一个新的小菜单。在干预结束时,两组都接受了相同的菜单建议。食物多样性评估基于干预期间收集的每周报告。使用I-MEDAS筛选器评估自我报告对地中海饮食成分的依从性。参与者饮食中植物性食物的比例是使用基于自我报告的0-100%量表进行估计的。这两个项目都是使用基线时给参与者的在线问卷进行评估的,在干预结束时,以及干预结束后的三个月和六个月。结果平均值(SD)表明,固定菜单组中的参与者探索的项目26.33(11.64)明显比更改菜单组中的参与者广泛[19.79(10.29),t(202)=4.25,p<0.001,科恩的d=0.60]。协方差rmANCOVA的重复测量分析显示,两组中I-MEDAS和PBD评分均出现短期增加;然而,只有固定菜单的参与者在几个月的随访中持续了这种增加[diff=1.50,t(132)=4.50,p<0.001我们的研究结果表明,操纵食物建议的暴露率可能会影响整体饮食多样性.看来,早期的选择可能会增加整体的饮食多样性,甚至可能支持长期的习惯。这项研究有助于开发有效的干预措施,并强调了促进营养探索行为的挑战。
    We Investigated how promoting diverse, healthy food options affects long-term dietary choices. We hypothesized that encouraging exploration of nutritious plant-based foods would lead to lasting improvements in diet. Participants (N = 211) were randomly assigned into two groups for a 6-week intervention: The fixed menu group was given the same large menu every week, while the changing menu group received a new small menu each week. At the end of the intervention both groups were exposed to the same menu suggestions. Food diversity evaluation was based on weekly reports collected during the intervention. Self-reported adherence to Mediterranean diet components was assessed using the I-MEDAS screener. The proportion of plant-based foods in participants\' diets was estimated using a 0-100% scale based on self-report. Both items were evaluated using online questionnaires given to participants at baseline, at the end of the intervention, as well as three and six months after the intervention concluded. Results mean(SD) demonstrated that participants in fixed menu group explored a significantly wider array of items 26.33(11.64) than those in the changing menus group [19.79(10.29), t(202) = 4.25, p < 0.001, Cohen\'s d = 0.60]. A repeated measures analysis of covariance rmANCOVA revealed that short-term increase in I-MEDAS and PBD score were noted in both groups; however, only participants with the fixed menu sustained this increase at months follow-up [diff = 1.50, t(132) = 4.50, p < 0.001 Our findings suggest that manipulating the rate of exposure to food suggestions may affect overall dietary variety. It seems that early presentation with options may increase overall dietary variety and may even support longer-term habits. This study contributes to developing effective interventions and highlights the challenge of promoting exploratory behavior in nutrition.
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