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Onishi Y, Ogawa K, Tanaka K, Nakanishi H. Embodied, visible, and courteous: exploring robotic social touch with virtual idols. Front Robot AI 2024; 11:1240408. [PMID: 38590970 PMCID: PMC10999612 DOI: 10.3389/frobt.2024.1240408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 02/15/2024] [Indexed: 04/10/2024] Open
Abstract
In recent years, virtual idols have garnered considerable attention because they can perform activities similar to real idols. However, as they are fictitious idols with nonphysical presence, they cannot perform physical interactions such as handshake. Combining a robotic hand with a display showing virtual idols is the one of the methods to solve this problem. Nonetheless a physical handshake is possible, the form of handshake that can effectively induce the desirable behavior is unclear. In this study, we adopted a robotic hand as an interface and aimed to imitate the behavior of real idols. To test the effects of this behavior, we conducted step-wise experiments. The series of experiments revealed that the handshake by the robotic hand increased the feeling of intimacy toward the virtual idol, and it became more enjoyable to respond to a request from the virtual idol. In addition, viewing the virtual idols during the handshake increased the feeling of intimacy with the virtual idol. Moreover, the method of the hand-shake peculiar to idols, which tried to keep holding the user's hand after the conversation, increased the feeling of intimacy to the virtual idol.
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Affiliation(s)
- Yuya Onishi
- Interaction Science Laboratories, Advanced Telecommunication Research Institute International, Sorakugun, Japan
| | - Kosuke Ogawa
- Department of Mechanical Engineering, Osaka University, Suita, Japan
| | - Kazuaki Tanaka
- Faculty of Information and Human Sciences, Kyoto Institute of Technology, Kyoto, Japan
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Higashino K, Kimoto M, Iio T, Shimohara K, Shiomi M. Is Politeness Better than Impoliteness? Comparisons of Robot's Encouragement Effects Toward Performance, Moods, and Propagation. Int J Soc Robot 2023. [DOI: 10.1007/s12369-023-00971-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
AbstractThis study experimentally compared the effects of encouragement with polite/ impolite attitudes from a robot in a monotonous task from three viewpoints: performance, mood, and propagation. Experiment I investigated encouragement effects on performance and mood. The participants did a monotonous task during which a robot continuously provided polite, neutral, or impolite encouragement. Our experiment results showed that polite and impolite encouragement significantly improved performance more than neutral comments, although there was no significant difference between polite and impolite encouragement. In addition, impolite encouragement caused significantly more negative moods than polite encouragement. Experiment II determined whether the robot's encouragement influenced the participants' encouragement styles. The participants behaved similarly to the robot in Experiment I, i.e., they selected polite, neutral, and impolite encouragements by observing the progress of a monotonous task by a dummy participant. The experiment results, which showed that the robot's encouragement significantly influenced the participants' encouragement styles, suggest that polite encouragement is more advantageous than impolite encouragement.
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Sun YC, Effati M, Naguib HE, Nejat G. SoftSAR: The New Softer Side of Socially Assistive Robots-Soft Robotics with Social Human-Robot Interaction Skills. SENSORS (BASEL, SWITZERLAND) 2022; 23:432. [PMID: 36617030 PMCID: PMC9824785 DOI: 10.3390/s23010432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/20/2022] [Accepted: 12/26/2022] [Indexed: 06/17/2023]
Abstract
When we think of "soft" in terms of socially assistive robots (SARs), it is mainly in reference to the soft outer shells of these robots, ranging from robotic teddy bears to furry robot pets. However, soft robotics is a promising field that has not yet been leveraged by SAR design. Soft robotics is the incorporation of smart materials to achieve biomimetic motions, active deformations, and responsive sensing. By utilizing these distinctive characteristics, a new type of SAR can be developed that has the potential to be safer to interact with, more flexible, and uniquely uses novel interaction modes (colors/shapes) to engage in a heighted human-robot interaction. In this perspective article, we coin this new collaborative research area as SoftSAR. We provide extensive discussions on just how soft robotics can be utilized to positively impact SARs, from their actuation mechanisms to the sensory designs, and how valuable they will be in informing future SAR design and applications. With extensive discussions on the fundamental mechanisms of soft robotic technologies, we outline a number of key SAR research areas that can benefit from using unique soft robotic mechanisms, which will result in the creation of the new field of SoftSAR.
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Affiliation(s)
- Yu-Chen Sun
- Autonomous Systems and Biomechatronics Laboratory (ASBLab), Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
- Toronto Smart Materials and Structures (TSMART), Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
| | - Meysam Effati
- Autonomous Systems and Biomechatronics Laboratory (ASBLab), Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
| | - Hani E. Naguib
- Toronto Smart Materials and Structures (TSMART), Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
- Toronto Institute of Advanced Manufacturing (TIAM), University of Toronto, Toronto, ON M5S 3G8, Canada
- Toronto Rehabilitation Institute, Toronto, ON M5G 2A2, Canada
| | - Goldie Nejat
- Autonomous Systems and Biomechatronics Laboratory (ASBLab), Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
- Toronto Institute of Advanced Manufacturing (TIAM), University of Toronto, Toronto, ON M5S 3G8, Canada
- Toronto Rehabilitation Institute, Toronto, ON M5G 2A2, Canada
- Rotman Research Institute, Baycrest Health Sciences, North York, ON M6A 2E1, Canada
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Durante F, Raparelli T, Beomonte Zobel P. Two-Dof Upper Limb Rehabilitation Robot Driven by Straight Fibers Pneumatic Muscles. Bioengineering (Basel) 2022; 9:377. [PMID: 36004902 PMCID: PMC9405197 DOI: 10.3390/bioengineering9080377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/19/2022] [Accepted: 07/22/2022] [Indexed: 11/16/2022] Open
Abstract
In this paper, the design of a 2-dof (degrees of freedom) rehabilitation robot for upper limbs driven by pneumatic muscle actuators is presented. This paper includes the different aspects of the mechanical design and the control system and the results of the first experimental tests. The robot prototype is constructed and at this preliminary step a position and trajectory control by fuzzy logic is implemented. The pneumatic muscle actuators used in this arm are designed and constructed by the authors' research group.
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Affiliation(s)
- Francesco Durante
- Department of Industrial and Information Engineering and Economy (DIIIE), University of L’Aquila, P.le Pontieri 1, Località Monteluco, 67100 L’Aquila, Italy
| | - Terenziano Raparelli
- Department of Mechanical and Aerospace Engineering (DIMEAS), Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
| | - Pierluigi Beomonte Zobel
- Department of Industrial and Information Engineering and Economy (DIIIE), University of L’Aquila, P.le Pontieri 1, Località Monteluco, 67100 L’Aquila, Italy
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Robot touch with speech boosts positive emotions. Sci Rep 2022; 12:6884. [PMID: 35477945 PMCID: PMC9046250 DOI: 10.1038/s41598-022-10503-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 03/28/2022] [Indexed: 11/08/2022] Open
Abstract
A gentle touch is an essential part of human interaction that produces a positive care effect. Previously, robotics studies have shown that robots can reproduce a gentle touch that elicits similar, positive emotional responses in humans. However, whether the positive emotional effects of a robot's touch combined with speech can be enhanced using a multimodal approach remains unclear. This study supports the hypothesis that a multimodal interaction combining gentle touch and speech by a robot enhances positive emotional responses. Here, we conducted an experiment using a robotic arm to perform a gentle touch combined with speech and compared three conditions: touch alone, speech alone, and touch with speech. We assessed participants' subjective ratings of valence, arousal, and human likeliness using subjective emotional responses. Furthermore, we recorded facial electromyography (EMG) from the corrugator supercilii and zygomaticus major muscles and measured skin conductance levels (SCLs) as physiological emotional responses. Our results show that touch combined with speech elicited higher subjective valence and arousal ratings, stronger zygomaticus major EMG and SCL activities than touch alone. The results suggest that the positive emotional effects of robotic touch can be boosted by combining elements of speech.
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Liu B, Tetteroo D, Markopoulos P. A Systematic Review of Experimental Work on Persuasive Social Robots. Int J Soc Robot 2022. [DOI: 10.1007/s12369-022-00870-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
AbstractThere is a growing body of work reporting on experimental work on social robotics (SR) used for persuasive purposes. We report a comprehensive review on persuasive social robotics research with the aim to better inform their design, by summarizing literature on factors impacting their persuasiveness. From 54 papers, we extracted the SR’s design features evaluated in the studies and the evidence of their efficacy. We identified five main categories in the factors that were evaluated: modality, interaction, social character, context and persuasive strategies. Our literature review finds generally consistent effects for factors in modality, interaction and context, whereas more mixed results were shown for social character and persuasive strategies. This review further summarizes findings on interaction effects of multiple factors for the persuasiveness of social robots. Finally, based on the analysis of the papers reviewed, suggestions for factor expression design and evaluation, and the potential for using qualitative methods and more longer-term studies are discussed.
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Umeda N, Ishihara H, Ikeda T, Asada M. The first impressions of small humanoid robots modulate the process of how touch affects personality what they are. Adv Robot 2021. [DOI: 10.1080/01691864.2021.1999856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Naoki Umeda
- Graduate School of Engineering, Osaka University, Osaka, Japan
| | - Hisashi Ishihara
- Graduate School of Engineering, Osaka University, Osaka, Japan
- JST Sakigake/PRESTO, Tokyo, Japan
| | - Takashi Ikeda
- Research Center for Child Mental Development, Kanazawa University, Ishikawa, Japan
- United Graduate School of Child Development, Osaka University, Osaka, Japan
- United Graduate School of Child Development, Kanazawa University, Kanazawa, Japan
- United Graduate School of Child Development, Hamamatsu University School of Medicine, Hamamatsu, Japan
- United Graduate School of Child Development, Chiba University, Chiba, Japan
| | - Minoru Asada
- International Professional University of Technology in Osaka, Osaka, Japan
- Symbiotic Intelligent System Research Center, Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
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Zhou Y, Kornher T, Mohnke J, Fischer MH. Tactile Interaction with a Humanoid Robot: Effects on Physiology and Subjective Impressions. Int J Soc Robot 2021. [DOI: 10.1007/s12369-021-00749-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
AbstractThis study investigated how touching and being touched by a humanoid robot affects human physiology, impressions of the interaction, and attitudes towards humanoid robots. 21 healthy adult participants completed a 3 (touch style: touching, being touched, pointing) × 2 (body part: hand vs buttock) within-subject design using a Pepper robot. Skin conductance response (SCR) was measured during each interaction. Perceived impressions of the interaction (i.e., friendliness, comfort, arousal) were measured per questionnaire after each interaction. Participants’ demographics and their attitude towards robots were also considered. We found shorter SCR rise times in the being touched compared to the touching condition, possibly reflecting psychological alertness to the unpredictability of robot-initiated contacts. The hand condition had shorter rise times than the buttock condition. Most participants evaluated the hand condition as most friendly and comfortable and the robot-initiated interactions as most arousing. Interacting with Pepper improved attitudes towards robots. Our findings require future studies with larger samples and improved procedures. They have implications for robot design in all domains involving tactile interactions, such as caring and intimacy.
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Higashino K, Kimoto M, Iio T, Shimohara K, Shiomi M. Tactile stimulus is essential to increase motivation for touch interaction in virtual environment. Adv Robot 2021. [DOI: 10.1080/01691864.2021.1967780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Kana Higashino
- ATR-ISL, Kyoto, Japan
- Faculty of Science and Engineering, Doshisha Univ., Kyoto, Japan
| | - Mitsuhiko Kimoto
- ATR-ISL, Kyoto, Japan
- Faculty of Science and Technology, Keio Univ., Kanagawa, Japan
| | - Takamasa Iio
- ATR-ISL, Kyoto, Japan
- Faculty of Culture and Information Science, Doshisha Univ., Kyoto, Japan
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Sumioka H, Shiomi M, Honda M, Nakazawa A. Technical Challenges for Smooth Interaction With Seniors With Dementia: Lessons From Humanitude™. Front Robot AI 2021; 8:650906. [PMID: 34150858 PMCID: PMC8207295 DOI: 10.3389/frobt.2021.650906] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/20/2021] [Indexed: 11/13/2022] Open
Abstract
Due to cognitive and socio-emotional decline and mental diseases, senior citizens, especially people with dementia (PwD), struggle to interact smoothly with their caregivers. Therefore, various care techniques have been proposed to develop good relationships with seniors. Among them, Humanitude is one promising technique that provides caregivers with useful interaction skills to improve their relationships with PwD, from four perspectives: face-to-face interaction, verbal communication, touch interaction, and helping care receivers stand up (physical interaction). Regardless of advances in elderly care techniques, since current social robots interact with seniors in the same manner as they do with younger adults, they lack several important functions. For example, Humanitude emphasizes the importance of interaction at a relatively intimate distance to facilitate communication with seniors. Unfortunately, few studies have developed an interaction model for clinical care communication. In this paper, we discuss the current challenges to develop a social robot that can smoothly interact with PwDs and overview the interaction skills used in Humanitude as well as the existing technologies.
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Affiliation(s)
- Hidenobu Sumioka
- Advanced Telecommunications Research Institute International, Kyoto, Japan
| | - Masahiro Shiomi
- Advanced Telecommunications Research Institute International, Kyoto, Japan
| | - Miwako Honda
- National Hospital Organization Tokyo Medical Center, Tokyo, Japan
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Law T, Malle BF, Scheutz M. A Touching Connection: How Observing Robotic Touch Can Affect Human Trust in a Robot. Int J Soc Robot 2021. [DOI: 10.1007/s12369-020-00729-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Design Methodology for a Novel Bending Pneumatic Soft Actuator for Kinematically Mirroring the Shape of Objects. ACTUATORS 2020. [DOI: 10.3390/act9040113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In the landscape of Industry 4.0, advanced robotics awaits a growing use of bioinspired adaptive and flexible robots. Collaborative robotics meets this demand. Due to human–robot coexistence and interaction, the safety, the first requirement to be satisfied, also depends on the end effectors. End effectors made of soft actuators satisfy this requirement. A novel pneumatic bending soft actuator with high compliance, low cost, high versatility and easy production is here proposed. Conceived to be used as a finger of a collaborative robot, it is made of a hyper-elastic inner tube wrapped in a gauze. The bending is controlled by cuts in the gauze: the length and the angular extension of them, the pressure value and the dimensions of the inner tube determine the bending amplitude and avoid axial elongation. A design methodology, oriented to kinematically mirror the shape of the object to be grasped, was defined. Firstly, it consists of the development of a non-linear parametric numerical model of a bioinspired finger; then, the construction of a prototype for the experimental validation of the numerical model was performed. Hence, a campaign of simulations led to the definition of a qualitatively predictive formula, the basis for the design methodology. The effectiveness of the latter was evaluated for a real case: an actuator for the grasping of a light bulb was designed and experimentally tested.
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Nakagawa K, Matsumura R, Shiomi M. Effect of Robot’s Play-Biting in Non-Verbal Communication. JOURNAL OF ROBOTICS AND MECHATRONICS 2020. [DOI: 10.20965/jrm.2020.p0086] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This paper focuses on “play-biting” as a touch communication method used by robots. We investigated an appropriate play-biting behavior and its effect on interaction. The touching action has positive effects in human-robot interactions. However, as biting is a defenseless act, it may cause a negative effect as well. Therefore, we first examine biting manner and the appearance of the robot using a virtual play-biting system in Experiment 1. Next, based on the result of experiment, the play-biting system is implemented in a stuffed animal robot. We verified the impressions created by the robot and its effect on mitigating stress in Experiment 2. Consequently, the play-biting communication gave positive and lively impression, and effect of reducing the physiological index of stress, in comparison to only touching the robot.
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Shiomi M, Minato T, Ishiguro H. Effects of Robot’s Awareness and its Subtle Reactions Toward People’s Perceived Feelings in Touch Interaction. JOURNAL OF ROBOTICS AND MECHATRONICS 2020. [DOI: 10.20965/jrm.2020.p0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study addresses the effects of a robot’s awareness and its subtle reactions toward the perceived feelings of people who touch a robot. When another unexpectedly touches us, we subtly and involuntarily react. Because such reactions are involuntary, it is impossible to eliminate them for humans. However, intentionally using them for robots might positively affect their perceived feelings, in particular, when a robot has a human-like appearance that evokes human-like reactions. We investigate the relationship between subtle reactions and the awareness of the existence of a human, i.e., whether a robot’s awareness and its subtle reactions influence people’s impressions of the robot when they touch it. Our experimental results with 20 participants and an android with a female-like appearance showed significant effects between awareness and subtle reactions. When the robot did not show awareness, its subtle reaction increased the perceived human-likeness. Moreover, when the robot did not show subtle reactions, showing awareness beforehand increased the perceived human-likeness.
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Shiomi M, Hirano T, Kimoto M, Iio T, Shimohara K. Gaze-Height and Speech-Timing Effects on Feeling Robot-Initiated Touches. JOURNAL OF ROBOTICS AND MECHATRONICS 2020. [DOI: 10.20965/jrm.2020.p0068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This paper reports the effects of communication cues on robot-initiated touch interactions at close distance by focusing on two factors: gaze-height for making eye contact and speech timing before and after touches. Although both factors are essential to achieve acceptable touches in human-human touch interaction, their effectiveness remains unknown in human-robot touch interaction contexts. To investigate the effects of these factors, we conducted an experiment whose results showed that being touched with before-touch timing is preferred to being touched with after-touch timing, although gaze-height did not significantly improve the feelings of robot-initiated touch.
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Shiomi M, Sumioka H, Ishiguro H. Survey of Social Touch Interaction Between Humans and Robots. JOURNAL OF ROBOTICS AND MECHATRONICS 2020. [DOI: 10.20965/jrm.2020.p0128] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In human-human interaction, social touch provides several merits, from both physical and mental perspectives. The physical existence of robots helps them reproduce human-like social touch, during their interaction with people. Such social touch shows positive effects, similar to those observed in human-human interaction. Therefore, social touch is a growing research topic in the field of human-robot interaction. This survey provides an overview of the work conducted so far on this topic.
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Zheng X, Shiomi M, Minato T, Ishiguro H. What Kinds of Robot's Touch Will Match Expressed Emotions? IEEE Robot Autom Lett 2020. [DOI: 10.1109/lra.2019.2947010] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Shiomi M, Hagita N. Audio-Visual Stimuli Change not Only Robot’s Hug Impressions but Also Its Stress-Buffering Effects. Int J Soc Robot 2019. [DOI: 10.1007/s12369-019-00530-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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How Robots Influence Humans: A Survey of Nonverbal Communication in Social Human–Robot Interaction. Int J Soc Robot 2019. [DOI: 10.1007/s12369-019-00523-0] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Smyk NJ, Weiss SM, Marshall PJ. Sensorimotor Oscillations During a Reciprocal Touch Paradigm With a Human or Robot Partner. Front Psychol 2019; 9:2280. [PMID: 30618895 PMCID: PMC6295463 DOI: 10.3389/fpsyg.2018.02280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 11/01/2018] [Indexed: 11/20/2022] Open
Abstract
Robots provide an opportunity to extend research on the cognitive, perceptual, and neural processes involved in social interaction. This study examined how sensorimotor oscillatory electroencephalogram (EEG) activity can be influenced by the perceived nature of a task partner – human or robot – during a novel “reciprocal touch” paradigm. Twenty adult participants viewed a demonstration of a robot that could “feel” tactile stimulation through a haptic sensor on its hand and “see” changes in light through a photoreceptor at the level of the eyes; the robot responded to touch or changes in light by moving a contralateral digit. During EEG collection, participants engaged in a joint task that involved sending tactile stimulation to a partner (robot or human) and receiving tactile stimulation back. Tactile stimulation sent by the participant was initiated by a button press and was delivered 1500 ms later via an inflatable membrane on the hand of the human or on the haptic sensor of the robot partner. Stimulation to the participant’s finger (from the partner) was sent on a fixed schedule, regardless of partner type. We analyzed activity of the sensorimotor mu rhythm during anticipation of tactile stimulation to the right hand, comparing mu activity at central electrode sites when participants believed that tactile stimulation was initiated by a robot or a human, and to trials in which “nobody” received stimulation. There was a significant difference in contralateral mu rhythm activity between anticipating stimulation from a human partner and the “nobody” condition. This effect was less pronounced for anticipation of stimulation from the robot partner. Analyses also examined beta rhythm responses to the execution of the button press, comparing oscillatory activity when participants sent tactile stimulation to the robot or the human partner. The extent of beta rebound at frontocentral electrode sites following the button press differed between conditions, with a significantly larger increase in beta power when participants sent tactile stimulation to a robot partner compared to the human partner. This increase in beta power may reflect greater predictably in event outcomes. This new paradigm and the novel findings advance the neuroscientific study of human–robot interaction.
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Affiliation(s)
- Nathan J Smyk
- Department of Psychology, Temple University, Philadelphia, PA, United States
| | | | - Peter J Marshall
- Department of Psychology, Temple University, Philadelphia, PA, United States
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Social Touch in Human–Robot Interaction: Robot-Initiated Touches can Induce Positive Responses without Extensive Prior Bonding. Int J Soc Robot 2018. [DOI: 10.1007/s12369-018-0500-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Shiomi M, Shatani K, Minato T, Ishiguro H. How Should a Robot React Before People's Touch?: Modeling a Pre-Touch Reaction Distance for a Robot's Face. IEEE Robot Autom Lett 2018. [DOI: 10.1109/lra.2018.2856303] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Design for an Art Therapy Robot: An Explorative Review of the Theoretical Foundations for Engaging in Emotional and Creative Painting with a Robot. MULTIMODAL TECHNOLOGIES AND INTERACTION 2018. [DOI: 10.3390/mti2030052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Social robots are being designed to help support people’s well-being in domestic and public environments. To address increasing incidences of psychological and emotional difficulties such as loneliness, and a shortage of human healthcare workers, we believe that robots will also play a useful role in engaging with people in therapy, on an emotional and creative level, e.g., in music, drama, playing, and art therapy. Here, we focus on the latter case, on an autonomous robot capable of painting with a person. A challenge is that the theoretical foundations are highly complex; we are only just beginning ourselves to understand emotions and creativity in human science, which have been described as highly important challenges in artificial intelligence. To gain insight, we review some of the literature on robots used for therapy and art, potential strategies for interacting, and mechanisms for expressing emotions and creativity. In doing so, we also suggest the usefulness of the responsive art approach as a starting point for art therapy robots, describe a perceived gap between our understanding of emotions in human science and what is currently typically being addressed in engineering studies, and identify some potential ethical pitfalls and solutions for avoiding them. Based on our arguments, we propose a design for an art therapy robot, also discussing a simplified prototype implementation, toward informing future work in the area.
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