Title :
Intrinsically motivated agent for service management in smart homes
Author :
Zhao, Guopeng ; Ailiya ; Shen, Zhiqi
Author_Institution :
Nanyang Technol. Univ., Singapore, Singapore
Abstract :
We discuss the challenges of designing an adaptive service management for smart homes. Agents with intrinsic motivation are proposed to deal with environment uncertainty, incomplete information, and diversity of requirements. The proposed agent-mediate service is realized by a goal oriented approach, which can help service customers to make fast and intelligent decisions so as to achieve the user requirements on transparency, reliability, and interoperability. An experimental study shows the effectiveness of the proposed service management.
Keywords :
home automation; multi-agent systems; open systems; resource allocation; adaptive service management; agent-mediate service; environment uncertainty; goal oriented approach; intelligent decisions; intrinsically motivated agent; service customers; smart homes; user requirements; Collaboration; Ergonomics; Humans; Psychology; Reliability; Resource management; Smart homes; intrinsic motivation; resource allocation; smart home;
Conference_Titel :
Network of Ergonomics Societies Conference (SEANES), 2012 Southeast Asian
Conference_Location :
Langkawi, Kedah
Print_ISBN :
978-1-4673-1732-0
DOI :
10.1109/SEANES.2012.6299596