Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy

Hoang Long Cao; Pablo Esteban; Madeleine Bartlett; Paul Edward Baxter; Tony Belpaeme; Erik Billing; HAIBIN CAI; Mark Coeckelbergh; Cristina Costescu; Daniel David; Albert De Beir; Daniel Hernandez Garcia; James Kennedy; HONGHAI LIU; Silviu Matu; Alexandre Mazel; Amit Kumar Pandey; Kathleen Richardson; Emmanuel Senft; Serge Thill; Greet Van de Perre; Bram Vanderborght; David Vernon; Kutoma Wakanuma; Hui Yu; Xiaolong Zhou; Tom Ziemke

doi:10.1109/MRA.2019.2904121

Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy

Hoang Long Cao
, Pablo Esteban
, Madeleine Bartlett
, Paul Edward Baxter
, Tony Belpaeme
, Erik Billing
, HAIBIN CAI
, Mark Coeckelbergh
, Cristina Costescu
, Daniel David
, Albert De Beir
, Daniel Hernandez Garcia
, James Kennedy
, HONGHAI LIU
, Silviu Matu
, Alexandre Mazel
, Amit Kumar Pandey
, Kathleen Richardson
, Emmanuel Senft
, Serge Thill

Greet Van de Perre, Bram Vanderborght, David Vernon, Kutoma Wakanuma, Hui Yu, Xiaolong Zhou, Tom Ziemke

Research output: Contribution to journal › Article › peer-review

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Abstract

Robot-assisted therapy (RAT) offers potential advantages for improving the social skills of children with autism spectrum disorders (ASDs). This article provides an overview of the developed technology and clinical results of the EC-FP7-funded Development of Robot-Enhanced therapy for children with AutisM spectrum disorders (DREAM) project, which aims to develop the next level of RAT in both clinical and technological perspectives, commonly referred to as robot-enhanced therapy (RET). Within this project, a supervised autonomous robotic system is collaboratively developed by an interdisciplinary consortium including psychotherapists, cognitive scientists, roboticists, computer scientists, and ethicists, which allows robot control to exceed classical remote control methods, e.g., Wizard of Oz (WoZ), while ensuring safe and ethical robot behavior. Rigorous clinical studies are conducted to validate the efficacy of RET. Current results indicate that RET can obtain an equivalent performance compared to that of human standard therapy for children with ASDs. We also discuss the next steps of developing RET robotic systems.

Original language	English
Pages (from-to)	49-58
Number of pages	10
Journal	IEEE Robotics and Automation Magazine
Volume	29
Issue number	2
DOIs	https://doi.org/10.1109/MRA.2019.2904121
Publication status	Published - 9 Apr 2019

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Robot_Enhanced_Therapy
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Accepted author manuscript (Post-print), 1.85 MB

https://ieeexplore.ieee.org/document/8683968

The DREAM Dataset: Behavioural data from robot enhanced therapies for children with autism spectrum disorder
Billing, E. (Creator), University of Skövde, 23 Jul 2020
DOI: 10.5878/17p8-6k13, https://snd.gu.se/catalogue/dataset/snd1156-1/1
Dataset

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Cao, H. L., Esteban, P., Bartlett, M., Baxter, P. E., Belpaeme, T., Billing, E., CAI, HAIBIN., Coeckelbergh, M., Costescu, C., David, D., De Beir, A., Hernandez Garcia, D., Kennedy, J., LIU, HONGHAI., Matu, S., Mazel, A., Pandey, A. K., Richardson, K., Senft, E., ... Ziemke, T. (2019). Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy. IEEE Robotics and Automation Magazine, 29(2), 49-58. https://doi.org/10.1109/MRA.2019.2904121

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title = "Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy",

abstract = "Robot-assisted therapy (RAT) offers potential advantages for improving the social skills of children with autism spectrum disorders (ASDs). This article provides an overview of the developed technology and clinical results of the EC-FP7-funded Development of Robot-Enhanced therapy for children with AutisM spectrum disorders (DREAM) project, which aims to develop the next level of RAT in both clinical and technological perspectives, commonly referred to as robot-enhanced therapy (RET). Within this project, a supervised autonomous robotic system is collaboratively developed by an interdisciplinary consortium including psychotherapists, cognitive scientists, roboticists, computer scientists, and ethicists, which allows robot control to exceed classical remote control methods, e.g., Wizard of Oz (WoZ), while ensuring safe and ethical robot behavior. Rigorous clinical studies are conducted to validate the efficacy of RET. Current results indicate that RET can obtain an equivalent performance compared to that of human standard therapy for children with ASDs. We also discuss the next steps of developing RET robotic systems.",

author = "Cao, \{Hoang Long\} and Pablo Esteban and Madeleine Bartlett and Baxter, \{Paul Edward\} and Tony Belpaeme and Erik Billing and HAIBIN CAI and Mark Coeckelbergh and Cristina Costescu and Daniel David and \{De Beir\}, Albert and \{Hernandez Garcia\}, Daniel and James Kennedy and HONGHAI LIU and Silviu Matu and Alexandre Mazel and Pandey, \{Amit Kumar\} and Kathleen Richardson and Emmanuel Senft and Serge Thill and \{Van de Perre\}, Greet and Bram Vanderborght and David Vernon and Kutoma Wakanuma and Hui Yu and Xiaolong Zhou and Tom Ziemke",

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doi = "10.1109/MRA.2019.2904121",

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Cao, HL, Esteban, P, Bartlett, M, Baxter, PE, Belpaeme, T, Billing, E, CAI, HAIBIN, Coeckelbergh, M, Costescu, C, David, D, De Beir, A, Hernandez Garcia, D, Kennedy, J, LIU, HONGHAI, Matu, S, Mazel, A, Pandey, AK, Richardson, K, Senft, E, Thill, S, Van de Perre, G, Vanderborght, B, Vernon, D, Wakanuma, K, Yu, H, Zhou, X & Ziemke, T 2019, 'Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy', IEEE Robotics and Automation Magazine, vol. 29, no. 2, pp. 49-58. https://doi.org/10.1109/MRA.2019.2904121

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T2 - development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy

AU - Cao, Hoang Long

AU - Esteban, Pablo

AU - Bartlett, Madeleine

AU - Baxter, Paul Edward

AU - Belpaeme, Tony

AU - Billing, Erik

AU - CAI, HAIBIN

AU - Coeckelbergh, Mark

AU - Costescu, Cristina

AU - David, Daniel

AU - De Beir, Albert

AU - Hernandez Garcia, Daniel

AU - Kennedy, James

AU - LIU, HONGHAI

AU - Matu, Silviu

AU - Mazel, Alexandre

AU - Pandey, Amit Kumar

AU - Richardson, Kathleen

AU - Senft, Emmanuel

AU - Thill, Serge

AU - Van de Perre, Greet

AU - Vanderborght, Bram

AU - Vernon, David

AU - Wakanuma, Kutoma

AU - Yu, Hui

AU - Zhou, Xiaolong

AU - Ziemke, Tom

PY - 2019/4/9

Y1 - 2019/4/9

N2 - Robot-assisted therapy (RAT) offers potential advantages for improving the social skills of children with autism spectrum disorders (ASDs). This article provides an overview of the developed technology and clinical results of the EC-FP7-funded Development of Robot-Enhanced therapy for children with AutisM spectrum disorders (DREAM) project, which aims to develop the next level of RAT in both clinical and technological perspectives, commonly referred to as robot-enhanced therapy (RET). Within this project, a supervised autonomous robotic system is collaboratively developed by an interdisciplinary consortium including psychotherapists, cognitive scientists, roboticists, computer scientists, and ethicists, which allows robot control to exceed classical remote control methods, e.g., Wizard of Oz (WoZ), while ensuring safe and ethical robot behavior. Rigorous clinical studies are conducted to validate the efficacy of RET. Current results indicate that RET can obtain an equivalent performance compared to that of human standard therapy for children with ASDs. We also discuss the next steps of developing RET robotic systems.

AB - Robot-assisted therapy (RAT) offers potential advantages for improving the social skills of children with autism spectrum disorders (ASDs). This article provides an overview of the developed technology and clinical results of the EC-FP7-funded Development of Robot-Enhanced therapy for children with AutisM spectrum disorders (DREAM) project, which aims to develop the next level of RAT in both clinical and technological perspectives, commonly referred to as robot-enhanced therapy (RET). Within this project, a supervised autonomous robotic system is collaboratively developed by an interdisciplinary consortium including psychotherapists, cognitive scientists, roboticists, computer scientists, and ethicists, which allows robot control to exceed classical remote control methods, e.g., Wizard of Oz (WoZ), while ensuring safe and ethical robot behavior. Rigorous clinical studies are conducted to validate the efficacy of RET. Current results indicate that RET can obtain an equivalent performance compared to that of human standard therapy for children with ASDs. We also discuss the next steps of developing RET robotic systems.

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EP - 58

JO - IEEE Robotics and Automation Magazine

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ER -

Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy

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Datasets

The DREAM Dataset: Behavioural data from robot enhanced therapies for children with autism spectrum disorder

Cite this