The Problem Statement of Cognitive Modeling in Social Robotic Systems

2021 ◽  
pp. 62-75
Author(s):  
Galina Gorelova ◽  
Eduard Melnik ◽  
Irina Safronenkova
Robotics ◽  
2021 ◽  
Vol 10 (3) ◽  
pp. 85
Author(s):  
Ozan Tokatli ◽  
Pragna Das ◽  
Radhika Nath ◽  
Luigi Pangione ◽  
Alessandro Altobelli ◽  
...  

The nuclear industry has some of the most extreme environments in the world, with radiation levels and extremely harsh conditions restraining human access to many facilities. One method for enabling minimal human exposure to hazards under these conditions is through the use of gloveboxes that are sealed volumes with controlled access for performing handling. While gloveboxes allow operators to perform complex handling tasks, they put operators at considerable risk from breaking the confinement and, historically, serious examples including punctured gloves leading to lifetime doses have occurred. To date, robotic systems have had relatively little impact on the industry, even though it is clear that they offer major opportunities for improving productivity and significantly reducing risks to human health. This work presents the challenges of robotic and AI solutions for nuclear gloveboxes, and introduces a step forward for bringing cutting-edge technology to gloveboxes. The problem statement and challenges are highlighted and then an integrated demonstrator is proposed for robotic handling in nuclear gloveboxes for nuclear material handling. The proposed approach spans from tele-manipulation to shared autonomy, computer vision solutions for robotic manipulation to machine learning solutions for condition monitoring.


Author(s):  
Gennady V. Kanygin ◽  
Maria S. Poltinnikova

The article opens a cycle of publications, which analyze the similarities and differences between the two wide spread modern approaches to the description of society - sociological and informational ones. Both approaches have the same methodological problem to be solved. The problem of expressing hidden knowledge about society that participants in social processes operate with the help of natural language in the course of social communication. In order to harmonize sociological and informational approaches of describing society, it was proposed any natural language statements involved in describing society to be arranged according to the basic principle of information technology - modularity. The proposed way of harmonizing informational and sociological methods of building knowledge about society is invoked by the need to solve two scientific problems formulated in sociology itself - the constructability of social objects and the complexity of social relationships. The paper's methodological proposals are embodied in their computer realization, which practical application is demonstrated in other publications of the authors.


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