Payload estimation for a robotic system using unsupervised classification

Author(s):  
L. Angel ◽  
J. Viola
Author(s):  
Charles A. Doan ◽  
Ronaldo Vigo

Abstract. Several empirical investigations have explored whether observers prefer to sort sets of multidimensional stimuli into groups by employing one-dimensional or family-resemblance strategies. Although one-dimensional sorting strategies have been the prevalent finding for these unsupervised classification paradigms, several researchers have provided evidence that the choice of strategy may depend on the particular demands of the task. To account for this disparity, we propose that observers extract relational patterns from stimulus sets that facilitate the development of optimal classification strategies for relegating category membership. We conducted a novel constrained categorization experiment to empirically test this hypothesis by instructing participants to either add or remove objects from presented categorical stimuli. We employed generalized representational information theory (GRIT; Vigo, 2011b , 2013a , 2014 ) and its associated formal models to predict and explain how human beings chose to modify these categorical stimuli. Additionally, we compared model performance to predictions made by a leading prototypicality measure in the literature.


Skull Base ◽  
2007 ◽  
Vol 17 (S 1) ◽  
Author(s):  
Akio Morita ◽  
Ryo Mochizuki ◽  
Mamoru Mitsuishi ◽  
Shigeo Sora
Keyword(s):  

2019 ◽  
Vol 5 (6) ◽  
pp. 254-258
Author(s):  
A. Bystrova ◽  
◽  
N. Dembovskii ◽  
S. Sorokina ◽  
D. Dedyaev ◽  
...  
Keyword(s):  

2010 ◽  
Vol 14 (1) ◽  
pp. 6-13 ◽  
Author(s):  
František Trebuňa ◽  
Juraj Smrček ◽  
Zdenko Bobovský

Author(s):  
Wesley Oliveira ◽  
ALINE DA CONCEIÇÃO MATHEUS ◽  
Wilson Jose de Sa Marques ◽  
Luis Gonzaga Trabasso ◽  
Emilia Villani ◽  
...  

2011 ◽  
Vol 10 (8) ◽  
pp. 1197-1205 ◽  
Author(s):  
Monica Enescu ◽  
Catalin Alexandru

2019 ◽  
Vol 485 (2) ◽  
pp. 166-170
Author(s):  
E. I. Veliev ◽  
R. F. Ganiev ◽  
V. A. Glazunov ◽  
G. S. Filippov

The problems of modern robotics associated with the requirements for devices designed for various purposes are considered. The daVinci robotic surgical manipulation system is analyzed. The developed robotic system with a parallel structure designed for various kinds of surgical operations is proposed.


Sign in / Sign up

Export Citation Format

Share Document