Toward a Framework for Levels of Robot Autonomy in Human-Robot Interaction

被引:340
作者
Beer, Jenay M. [1 ,2 ]
Fisk, Arthur D. [3 ]
Rogers, Wendy A. [3 ]
机构
[1] Univ South Carolina, Coll Engn & Comp, Columbia, SC 29208 USA
[2] Univ South Carolina, Coll Social Work, Columbia, SC 29208 USA
[3] Georgia Inst Technol, Sch Psychol, Atlanta, GA 30332 USA
来源
JOURNAL OF HUMAN-ROBOT INTERACTION | 2014年 / 3卷 / 02期
基金
美国国家卫生研究院;
关键词
human-robot interaction; automation; autonomy; levels of robot autonomy; framework;
D O I
10.5898/JHRI.3.2.Beer
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Autonomy is a critical construct related to human-robot interaction (HRI) and varies widely across robot platforms. Levels of robot autonomy (LORA), ranging from teleoperation to fully autonomous systems, influence the way in which humans and robots interact with one another. Thus, there is a need to understand HRI by identifying variables that influence-and are influenced by-robot autonomy. Our overarching goal is to develop a framework for LORA in HRI. To reach this goal, our framework draws links between HRI and human-automation interaction, a field with a long history of studying and understanding human-related variables. The construct of autonomy is reviewed and redefined within the context of HRI. Additionally, this framework proposes a process for determining a robot's autonomy level by categorizing autonomy along a 10-point taxonomy. The framework is intended to be treated as a guideline for determining autonomy, categorizing the LORA along a qualitative taxonomy and considering HRI variables (e.g., acceptance, situation awareness, reliability) that may be influenced by the LORA.
引用
收藏
页码:74 / 99
页数:26
相关论文
共 90 条
[1]   An architecture for autonomy [J].
Alami, R ;
Chatila, R ;
Fleury, S ;
Ghallab, M ;
Ingrand, F .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1998, 17 (04) :315-337
[2]  
Arkin R.C., 1998, BEHAV BASED ROBOTICS
[3]  
Baker M, 2004, IEEE SYS MAN CYBERN, P2948
[4]  
Beer Jenay M, 2012, HFATR1204 GEORG I TE
[5]  
Bekey G.A., 2005, AUTONOMOUS ROBOTS BI
[6]   Emotion and sociable humanoid robots [J].
Breazeal, C .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2003, 59 (1-2) :119-155
[7]  
Breazeal C., 2005, Interactions, V12, P19, DOI 10.1145/1052438.1052455
[8]   Acceptance of Healthcare Robots for the Older Population: Review and Future Directions [J].
Broadbent, E. ;
Stafford, R. ;
MacDonald, B. .
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, 2009, 1 (04) :319-330
[9]  
Brooks R. A., 2002, FLESH MACHINES ROBOT, P63
[10]   Shared understanding for collaborative control [J].
Bruemmer, DJ ;
Few, DA ;
Boring, RL ;
Marble, JL ;
Walton, MC ;
Nielsen, CW .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2005, 35 (04) :494-504