DocumentCode
237355
Title
Stress-inspired dynamic optimisation on working memory for cognitive robot social support systems
Author
Tiong Yew Tang ; Egerton, Simon ; Botzheim, Janos ; Kubota, Naoyuki
Author_Institution
Sch. of Inf. Technol., Monash Univ. Malaysia, Bandar Sunway, Malaysia
fYear
2014
fDate
27-29 Nov. 2014
Firstpage
361
Lastpage
366
Abstract
Robot social support systems such as robot partner´s game interactions with elderly people are very important in ageing societies. Human-robot interaction can decrease the risk of ageing disease such as dementia and thus improve the overall quality of life for the elderly people. However, in order for the robot partner to have successful game interactions with the elderly people, the robot partners need to be equipped with a certain degree of cognitive intelligence to guess the meaning and context of game interactions. In this paper, we discuss a biological stress-inspired model for the robot´s cognitive intelligence with dynamic optimisation on its working memory. We name this novel robot´s cognitive framework as Advanced Intelligence Cognitive Optimisation (AICO). AICO is a server framework for computational intensive cognitive processing for the smart phone robot known as iPhonoid. We have conducted physical robot experiments with our proposed iPhonoid AICO framework on Rényi-Ulam guessing game with real human subjects. The experimental results show that the proposed AICO framework successfully increased the robot´s guessing performance in the game interactions. At the same time, the robot behaves according to its emotional conditions to make the game play interesting for the elderly people.
Keywords
cognition; computer games; diseases; dynamic programming; geriatrics; human-robot interaction; mobile robots; smart phones; Rέnyi-Ulam guessing game; advanced intelligence cognitive optimisation; ageing disease; biological stress-inspired model; cognitive robot social support systems; computational intensive cognitive processing; elderly people; game interactions; human-robot interaction; iPhonoid AICO; robot cognitive intelligence; robot partner; smart phone robot; stress inspired dynamic optimisation; working memory retrieval performance; Games; Heuristic algorithms; Microorganisms; Optimization; Robots; Stress;
fLanguage
English
Publisher
ieee
Conference_Titel
Mecatronics (MECATRONICS), 2014 10th France-Japan/ 8th Europe-Asia Congress on
Conference_Location
Tokyo
Type
conf
DOI
10.1109/MECATRONICS.2014.7018619
Filename
7018619
Link To Document