Title :
A cognitive model of perceptual path planning in a multi-robot control system
Author :
Reitter, David ; Lebiere, Christian ; Lewis, Michael ; Wang, Huadong ; Ma, Zheng
Author_Institution :
Dept. of Psychol., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
We discuss an experiment involving visual path planning for multiple, remote robots in a partially visible building, with a partial 2D map available. Participants in the experiment defined waypoints for each robot to circumnavigate obstacles and explore the building. A cognitively plausible model of visual planning is evaluated using a normalized metric of the fit between model and subject itineraries. We discuss variation in the data and model fit, indicating individual differences in strategies to cope with task demands.
Keywords :
multi-robot systems; path planning; cognitive model; multi-robot control; perceptual path planning; visual planning; Biological system modeling; Cognitive robotics; Control system synthesis; Engines; Humans; Navigation; Path planning; Physics; Robot control; USA Councils; Cognitive Modeling; Path Planning; Robot Control; Visual Navigation;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2009.5346070