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2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN)最新文献

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Simplifying the A.I. Planning modeling for Human-Robot Collaboration 简化人机协作的人工智能规划建模
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515431
Elisa Foderaro, A. Cesta, A. Umbrico, Andrea Orlandini
For an effective deployment in manufacturing, Collaborative Robots should be capable of adapting their behavior to the state of the environment and to keep the user safe and engaged during the interaction. Artificial Intelligence (AI) enables robots to autonomously operate understanding the environment, planning their tasks and acting to achieve some given goals. However, the effective deployment of AI technologies in real industrial environments is not straightforward. There is a need for engineering tools facilitating communication and interaction between AI engineers and Domain experts. This paper proposes a novel software tool, called TENANT (Tool fostEriNg Ai plaNning in roboTics) whose aim is to facilitate the use of AI planning technologies by providing domain experts like e.g., production engineers, with a graphical software framework to synthesize AI planning models abstracting from syntactic features of the underlying planning formalism.
为了在制造业中有效部署,协作机器人应该能够根据环境状态调整其行为,并在交互过程中保持用户的安全和参与。人工智能(AI)使机器人能够自主操作,理解环境,规划任务并采取行动实现某些既定目标。然而,人工智能技术在实际工业环境中的有效部署并不简单。需要一些工程工具来促进人工智能工程师和领域专家之间的沟通和互动。本文提出了一种新的软件工具,称为TENANT (tool advancing Ai plaNning in roboTics),其目的是通过为生产工程师等领域专家提供图形化软件框架来综合从底层规划形式化的语法特征中抽象出来的Ai规划模型,从而促进Ai规划技术的使用。
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引用次数: 3
The Director Task: a Psychology-Inspired Task to Assess Cognitive and Interactive Robot Architectures 导演任务:评估认知和交互机器人架构的心理学启发任务
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515543
Guillaume Sarthou, Amandine Mayima, Guilhem Buisan, Kathleen Belhassein, A. Clodic
Assessing robotic architecture for Human-Robot Interaction can be challenging due to the number of features a robot has to endow to perform an acceptable interaction. While everyday-inspired tasks are interesting as reflecting a realistic use of such robots, they often contain a lot of unknown and uncontrolled conditions and specific robot behavior can be hard to test. In this paper, we propose a new psychology-inspired task, gathering perspective-taking, planning, knowledge representation with theory of mind, manipulation, and communication. Along with a precise description of the task allowing its replication, we present a cognitive robot architecture able to perform it in its nominal cases. We finally suggest some challenges and evaluations for the Human-Robot Interaction research community, all derived from this easy-to-replicate task.
评估人机交互的机器人架构可能具有挑战性,因为机器人必须赋予许多功能才能执行可接受的交互。虽然日常任务很有趣,因为它反映了这种机器人的现实用途,但它们通常包含许多未知和不受控制的条件,并且特定的机器人行为很难测试。在本文中,我们提出了一个新的心理学启发任务,将换位思考、计划、知识表征与心理理论、操纵和沟通结合起来。除了精确描述允许其复制的任务外,我们还提出了一个能够在其名义情况下执行该任务的认知机器人架构。我们最后为人机交互研究社区提出了一些挑战和评估,所有这些都来自于这个易于复制的任务。
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引用次数: 7
Participatory Design of a Robotic Mental Well-being Coach 机器人心理健康教练的参与式设计
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515356
Minja Axelsson, I. Bodala, H. Gunes
Recent research is emerging in the field of Social Robotics where robots have the potential to serve as tools to improve human well-being. However, research exploring the expectations and perceptions of prospective users of such robots, and the professionals who currently deliver these interventions, is limited. In this paper, we present qualitative analysis of discussions with prospective users and experienced coaches regarding the design of robot well-being coaches. We invited participants interested in well-being practices to take-part in a Participatory Design (PD) study, consisting of individual interviews and a focus group discussion (NP = 8). Discussions focused on ideating how a robot could function as a mental well-being coach, based on their experiences with well-being practices. Data triangulation was employed by interviewing three professional coaches as additional sources of information. This resulted in a rich set of data, which we transcribed and analysed using Thematic Analysis (TA). The developed themes regarding robot features, form, behaviours, robot-led well-being practices, and the advantages and disadvantages these could provide, were compiled and are discussed in detail. We present this data together with tabulated quotes from the participants and coaches, to pave the way towards designing robot coaches that can provide supportive interventions to improve the mental health and well-being of their users.
最近在社交机器人领域的研究正在兴起,机器人有可能成为改善人类福祉的工具。然而,研究探索这些机器人的潜在用户的期望和看法,以及目前提供这些干预的专业人员,是有限的。在本文中,我们提出了定性分析讨论与潜在用户和经验丰富的教练关于机器人健康教练的设计。我们邀请对幸福实践感兴趣的参与者参加一项参与式设计(PD)研究,该研究包括个人访谈和焦点小组讨论(NP = 8)。讨论的重点是基于他们的幸福实践经验,构思机器人如何发挥心理健康教练的作用。数据三角法是通过采访三名专业教练作为额外的信息来源。这产生了一组丰富的数据,我们使用主题分析(TA)对其进行转录和分析。关于机器人的特点,形式,行为,机器人主导的健康实践,以及这些可以提供的优点和缺点的开发主题进行了编译和详细讨论。我们将这些数据与参与者和教练的报价表格一起呈现,为设计机器人教练铺平道路,这些机器人教练可以提供支持性干预措施,以改善其用户的心理健康和福祉。
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引用次数: 11
Robots That Run their Own Human Experiments: Exploring Relational Humor with Multi-Robot Comedy 运行自己的人类实验的机器人:用多机器人喜剧探索关系幽默
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515324
Janani Swaminathan, Jane Akintoye, Marlena R. Fraune, H. Knight
This paper proposes a street-style study method to conduct human-robot interaction studies in-the-wild where the robots conduct their own experiments by recruiting their audience, conducting the study and gathering data. This street-style study method was implemented using multi-robot comedy as the platform deployed at an arts and technology festival to validate the concept. Twelve robot comedy shows occurred over seven hours with two robots on stage, who queried the audience during and at the end of each show. The multi-robot aspect enabled the robots to act out interactions relative each other, oneself and the audience. The final street-style study method evolved from pilots at a local farmer’s market, with hardware designed for portability and easy replication. The robots conducted their own human experiments in that they queried the audience after displaying experimentally balanced episodes of relational humor, with permutations of who was the ‘butt of the joke.’ Our study results explore the relational humor of the two robots and the audience, asking the audience to agree or disagree with particular perspectives. Delivered as part of the show, the robots invite the audience to vote via a show of hands. ANOVA analyses of the percent-agreement results find that (1) audiences were generally positive about all aspects of the show unless both robots were being negative, and (2) audiences were more ready to protect the robot comedian’s ego than their own, strongly supporting the statement that the robot was doing a good job.New Abstract
本文提出了一种街头式的研究方法,在野外进行人机交互研究,机器人通过招募受众,进行研究和收集数据来进行自己的实验。这种街头风格的研究方法是用多机器人喜剧作为平台,部署在一个艺术和科技节上,以验证这一概念。在7个小时的时间里,有12场机器人喜剧表演,舞台上有两个机器人,他们在每场表演期间和结束时向观众提问。多机器人方面使机器人能够表现出相互之间、自身之间和观众之间的互动。最后一种街头风格的研究方法是从当地农贸市场的试点发展而来的,其硬件设计便于携带和易于复制。机器人进行了他们自己的人类实验,在展示了实验中平衡的关系幽默片段后,他们向观众提问,并排列出谁是“笑话的对象”。“我们的研究结果探索了两个机器人和观众之间的关系幽默,要求观众同意或不同意特定的观点。”作为节目的一部分,机器人邀请观众通过举手投票。对百分比一致结果的方差分析发现:(1)观众对节目的所有方面都是积极的,除非两个机器人都是消极的;(2)观众更愿意保护机器人喜剧演员的自尊,而不是他们自己的自尊,强烈支持机器人做得很好的说法。新抽象
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引用次数: 4
Collaboratively framed interactions increase the adoption of intentional stance towards robots 协作框架交互增加了对机器人有意姿态的采用
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515515
A. Abubshait, J. Pérez-Osorio, D. D. Tommaso, A. Wykowska
When humans interact with artificial agents, they adopt various stances towards them. On one side of the spectrum, people might adopt a mechanistic stance towards an agent and explain its behavior using its functional properties. On the other hand, people can adopt the intentional stance towards artificial agents and explain their behavior using mentalistic terms and explain the agents’ behavior using internal states (e.g., thoughts and feelings). While studies continue to investigate under which conditions people adopt the intentional stance towards artificial robots, here, we report a study in which we investigated the effect of social framing during a color-classification task with a humanoid robot, iCub. One group of participants were asked to complete the task with iCub, in collaboration, while the other group completed an identical task with iCub and were told that they were completing the task for themselves. Participants completed a task assessing their level of adoption of the Intentional Stance (the InStance test) prior to - and after completing the task. Results illustrate that participants who "collaborated" with iCub were more likely to adopt the intentional stance towards it after the interaction. These results suggest that social framing can be a powerful method to influence the stance that people adopt towards a robot.
当人类与人工智能互动时,他们会采取不同的态度。在光谱的一边,人们可能会对一个代理采取机械的立场,用它的功能属性来解释它的行为。另一方面,人们可以对人工智能体采取有意的立场,用心理主义的术语来解释他们的行为,用内部状态(如思想和感觉)来解释智能体的行为。当研究继续调查人们在何种条件下对人工机器人采取有意识的立场时,在这里,我们报告了一项研究,我们在一个人形机器人iCub的颜色分类任务中调查了社会框架的影响。一组参与者被要求与iCub合作完成任务,而另一组参与者则与iCub完成相同的任务,并被告知他们是在为自己完成任务。参与者完成了一项任务,评估他们在完成任务之前和之后采用意图姿态的水平(实例测试)。结果表明,与iCub“合作”的参与者更有可能在互动后对其采取有意的立场。这些结果表明,社会框架可能是影响人们对机器人采取的立场的有力方法。
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引用次数: 5
Social robots as leaders: leadership styles in human-robot teams* 社会机器人作为领导者:人-机器人团队中的领导风格*
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515464
Sara L. Lopes, J. Rocha, A. Ferreira, R. Prada
This paper explores robotic leadership and the impact of different human-leadership styles in teams leaded by social robots. It is anticipated that social robots can have the capability to serve as leaders for human teams and to collaborate with humans in order to improve the organizational requirements of the workplace environment. We report an experiment conducted in order to determine which human-leadership styles would be associated with better results in organizational phenomena, such as, employee productivity, role ambiguity, engagement and employee satisfaction. The sample comprised 108 collaborators divided in 36 teams, who had to perform a collaborative task with a robotic leader acting according to two different leadership styles. The experiment results showed that both leadership styles can have positive impacts in organizational outcomes, although in different aspects. These findings yield important insights for the creation of robotic partners and for the successful introduction of robots as leaders of human teams.
本文探讨了机器人领导和不同的人类领导风格在社会机器人领导的团队中的影响。预计社交机器人可以作为人类团队的领导者,并与人类合作,以改善工作场所环境的组织要求。我们报告了一项实验,以确定哪种人类领导风格会与组织现象的更好结果相关联,如员工生产力,角色模糊性,敬业度和员工满意度。样本包括108名合作者,分为36个小组,他们必须在机器人领导下执行一项合作任务,机器人领导根据两种不同的领导风格行事。实验结果表明,两种领导风格都能对组织结果产生积极影响,尽管在不同的方面。这些发现为创造机器人伙伴和成功引入机器人作为人类团队的领导者提供了重要的见解。
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引用次数: 0
Spatiotemporal 2D Skeleton-based Image for Dynamic Gesture Recognition Using Convolutional Neural Networks 基于时空的二维骨架图像的卷积神经网络动态手势识别
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515418
J. Paulo, L. Garrote, P. Peixoto, U. Nunes
This paper presents a dynamic gesture recognition approach using a novel spatiotemporal 2D skeleton image representation that can be fed to computationally efficient deep convolutional neural networks, for applications on human-robot interaction. Gestures are a seamless modality of human interaction and represent a potentially natural way to interact with the smart devices around us, like robots. The contribution of this paper is the proposal of a visually interpretable representation of dynamic gestures, which has a two-fold advantage: (i) conveys both spatial and temporal characteristics relying on a technique inspired in computer graphics, (ii) and can be used with simple and efficient architectures of convolutional neural networks. In our representation, a 3D skeleton model is projected to a 2D camera’s point-of-view, preserving spatial relations, and through a sliding window the temporal domain is encoded in a fused image of consecutive frames, through a shading motion effect achieved by manipulating a transparency coefficient. The result is a 2D image that when fed to simple custom-designed convolutional neural networks, it is achieved accurate classification of dynamic gestures. Experimmental reuslts obtained with a purposely captured 6 gesture dataset of 11 subjects, and also 2 public datasets, give evidence of a strong performance of our approach, when compared to other methods.
本文提出了一种动态手势识别方法,该方法使用一种新的时空二维骨架图像表示,可以将其输入到计算效率高的深度卷积神经网络中,用于人机交互。手势是人类互动的一种无缝方式,代表了一种与我们周围的智能设备(如机器人)互动的潜在自然方式。本文的贡献是提出了一种视觉上可解释的动态手势表示,它具有双重优势:(i)依赖于计算机图形学中的一种技术来传达空间和时间特征,(ii)并且可以与卷积神经网络的简单高效架构一起使用。在我们的表示中,3D骨架模型被投影到2D摄像机的视点上,保持空间关系,并通过滑动窗口将时域编码为连续帧的融合图像,通过操纵透明度系数实现阴影运动效果。结果是一个二维图像,当输入到简单的定制设计的卷积神经网络时,它实现了动态手势的准确分类。与其他方法相比,通过故意捕获11个受试者的6个手势数据集和2个公共数据集获得的实验结果证明了我们的方法具有很强的性能。
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引用次数: 0
Exploring the applicability of the socially assistive robot Stevie in a day center for people with dementia* 探索社交辅助机器人Stevie在老年痴呆症患者日间中心的适用性*
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515423
L. Taylor, A. Downing, G. A. Noury, G. Masala, Marco A Palomino, C. McGinn, Ray B. Jones
Socially assistive robots have the potential to help keep people with dementia cognitively active and entertained. This is important for their wellbeing. We explored staff perceptions of the acceptability of a new humanoid robot, Stevie, in an adult day care center for people with dementia. Stevie was deployed over 2 weeks in the day center to entertain 40 guests with dementia with three activities: (i) musical bingo, (ii) quizzes, and (iii) meet and greet. Nine staff members were asked what went well, whether the robot operated as expected, experiences of any technical issues, and the extent to which it hindered or aided their duties. Staff also rated guest engagement, guest enjoyment, and whether they were able to spend more time with guests. The sessions were successfully delivered. Staff reported that Stevie operated as expected, guest engagement with the robot was high, interactions with the robot were natural and the robot’s novelty helped engagement. Use of the robot gave staff more time to attend to guests’ needs. Suggested improvements included improvements to the robot’s voice and adding a pause function during activities. With greater autonomy and/or extended use of its telepresence functionality, use of Stevie could become cost effective in such settings.
社交辅助机器人有可能帮助痴呆症患者保持认知活跃和娱乐。这对他们的健康很重要。我们探索了员工对一个新的人形机器人Stevie的可接受性的看法,这个机器人被安置在一个为痴呆症患者服务的成人日托中心。Stevie在日间中心工作了两周,通过三种活动招待40名痴呆症患者:(i)音乐宾果游戏,(ii)测验,(iii)见面问候。九名工作人员被问及什么是顺利的,机器人是否按预期运行,任何技术问题的经历,以及它在多大程度上阻碍或帮助了他们的工作。员工还评估了客人的参与度,客人的享受程度,以及他们是否能够花更多的时间与客人在一起。会议已成功交付。工作人员报告说,Stevie的操作符合预期,客人对机器人的参与度很高,与机器人的互动很自然,机器人的新颖性有助于提高参与度。机器人的使用使工作人员有更多的时间来满足客人的需求。建议的改进包括改进机器人的声音,并在活动期间增加暂停功能。随着更大的自主性和/或远程呈现功能的扩展使用,在这种情况下使用Stevie可能会变得成本有效。
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引用次数: 4
Investigation of different communication strategies for a delivery robot: the positive effects of humanlike communication styles * 送货机器人不同沟通策略的研究:类人沟通风格的积极影响*
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515547
Pia S. C. Dautzenberg, G. Voß, Stefan Ladwig, Astrid M. Rosenthal-von der Pütten
This paper addresses how robots should communicate with humans so that the interaction is successful and satisfying for the user. Specifically, within the present study, nine different communication strategies were examined for a service robot that provides transportation of goods by semi-automated following. The communication style (humanlike friendly, humanlike professional, machinelike) and modality (auditive male, auditive female, visual) of communication was varied and their influence on system evaluation regarding competence, warmth, discomfort, embodiment and preferences were investigated in an online study. The results of the study indicate that a humanlike communication is rated more competent, warmer, less discomforting, and is generally preferred. With regard to gender, no clear preferences or differences in evaluation were found. In terms of modality, a combination of auditive and visual interaction was favored. It should be noted that the data were collected online and verification of the results in situ is essential. Nevertheless, the results of this study provide intriguing implications on how to target HRI for the service robot examined.
本文讨论了机器人应该如何与人类进行交流,从而使交互成功并使用户满意。具体而言,在本研究中,研究了九种不同的通信策略,用于通过半自动跟随提供货物运输的服务机器人。通过在线研究,考察了不同沟通方式(类人友好、类人专业、类机器)和不同沟通方式(听男、听女、视觉)对系统评价能力、温暖、不适、体现和偏好的影响。研究结果表明,类似人类的交流方式被认为更有能力、更温暖、更少令人不安,而且通常更受欢迎。关于性别,在评价中没有发现明显的偏好或差异。在形式方面,听觉和视觉互动的结合受到青睐。应当指出的是,这些数据是在线收集的,在现场对结果进行核实至关重要。尽管如此,这项研究的结果为如何针对服务机器人的HRI提供了有趣的启示。
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引用次数: 0
Merely a Conventional ‘Diffusion’ Problem? On the Adoption Process of Anki Vector 仅仅是一个传统的“扩散”问题?论Anki Vector的采用过程
Pub Date : 2021-08-08 DOI: 10.1109/RO-MAN50785.2021.9515369
A. Weiss, A. Pillinger, Christiana Tsiourti
Empirical evidence suggests that the first wave of commercially available social robots for private homes was doomed to fail. Robot start-ups shut down and participants in long-term field trials refused to use these robots after only weeks. We conducted a household study over the course of seven months, during which the commercially available Anki Vector robot was introduced to eight demographically diverse private homes for participants’ free use. The study aimed to understand which factors of owning Vector were relevant in the long-term, even if the participants did not sustainably integrate the robot into their daily lives. We used Domestic Robot Ecology (developed through studies on vacuum cleaning robots) to qualitatively analyse data collected through six household visits and compare the results with previous research on vacuum cleaning robots. Our results show the significance of subjective perceptions and expectations for what social companion robots are, how they work, and what they are or are not capable of doing. Due to a lack of perceived practical benefits and the decline of hedonic and social gain, the participating households did not sustainably integrate Vector into their daily lives. Based on our findings, we conclude that the adoption process of personal companion robots slightly differs from that of functional vacuum cleaning robots but may not differ substantially from technology adoption processes in general.
经验证据表明,第一波面向私人家庭的商用社交机器人注定要失败。机器人初创企业倒闭,长期现场试验的参与者仅在几周后就拒绝使用这些机器人。我们在七个月的时间里进行了一项家庭研究,在此期间,我们将市售的Anki Vector机器人介绍给八个不同人口统计的私人家庭,供参与者免费使用。该研究旨在了解拥有Vector的哪些因素在长期内是相关的,即使参与者没有持续地将机器人融入他们的日常生活。我们使用家用机器人生态学(Domestic Robot Ecology)(通过对真空吸尘器机器人的研究开发)对通过六次家庭访问收集的数据进行定性分析,并将结果与之前对真空吸尘器机器人的研究结果进行比较。我们的研究结果表明,对于社交伴侣机器人是什么,它们是如何工作的,以及它们能做什么或不能做什么,主观感知和期望的重要性。由于缺乏可感知的实际利益以及享乐和社会收益的下降,参与家庭没有持续地将Vector融入他们的日常生活。基于我们的研究结果,我们得出结论,个人伴侣机器人的采用过程与功能性真空清洁机器人略有不同,但与一般技术采用过程可能没有实质性差异。
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引用次数: 6
期刊
2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN)
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