A Personalized and Platform-Independent Behavior Control System for Social Robots in Therapy: Development and Applications

被引:24
|
作者
Cao, Hoang-Long [1 ]
Van de Perre, Greet [1 ]
Kennedy, James [2 ]
Senft, Emmanuel [2 ]
Esteban, Pablo Gomez [1 ]
De Beir, Albert [1 ]
Simut, Ramona [3 ]
Belpaeme, Tony [2 ]
Lefeber, Dirk [1 ]
Vanderborght, Bram [1 ]
机构
[1] Vrije Univ Brussel, Robot & Multibody Mech Res Grp, Flanders Make, B-1050 Brussels, Belgium
[2] Plymouth Univ, Ctr Robot & Neural Syst, Plymouth PL4 8AA, Devon, England
[3] Vrije Univ Brussel, Dept Clin & Life Span Psychol, B-1050 Brussels, Belgium
关键词
Personalized behaviors; platform-independent; robot-assisted therapy; social robots; supervised autonomy; ASSISTIVE ROBOTICS; CHILDREN; INTERVENTIONS; ADAPTATION; ENGAGEMENT; DESIGN; DEVICE; MODEL; PLAY; NAO;
D O I
10.1109/TCDS.2018.2795343
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Social robots have been proven beneficial in different types of healthcare interventions. An ongoing trend is to develop (semi-)autonomous socially assistive robotic systems in healthcare context to improve the level of autonomy and reduce human workload. This paper presents a behavior control system for social robots in therapies with a focus on personalization and platform-independence. This system architecture provides the robot an ability to behave as a personable character, which behaviors are adapted to user profiles and responses during the human-robot interaction. Robot behaviors are designed at abstract levels and can be transferred to different social robot platforms. We adopt the component-based software engineering approach to implement our proposed architecture to allow for the replaceability and reusability of the developed components. We introduce three different experimental scenarios to validate the usability of our system. Results show that the system is potentially applicable to different therapies and social robots. With the component-based approach, the system can serve as a basic framework for researchers to customize and expand the system for their targeted healthcare applications.
引用
收藏
页码:334 / 346
页数:13
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