A fuzzy incremental synchronous learning technique for embedded-agents learning and control in intelligent inhabited environments

Author

Hagras, Hani ; Colley, Martin ; Callaghan, Victor ; Clarke, Graham ; Duman, Hakan ; Holmes, Arran

Author_Institution

Dept. of Comput. Sci., Essex Univ., Colchester, UK

Volume

1

fYear

2002

fDate

6/24/1905 12:00:00 AM

Firstpage

139

Lastpage

144

Abstract

In this paper we introduce a novel learning and adaptation system for embedded-agents embodied and situated in intelligent inhabited environments. The fuzzy incremental synchronous learning (ISL) techniques we describe seek to provide an online, life-long, non-intrusive method for learning personalised behaviour and anticipatory adaptive control for physical environments

Keywords

adaptive control; building management systems; embedded systems; environmental engineering; fuzzy control; learning (artificial intelligence); online operation; ISL; adaptation system; anticipatory adaptive control; embedded-agents control; embedded-agents learning; fuzzy incremental synchronous learning; fuzzy incremental synchronous learning technique; intelligent inhabited environments; online life-long nonintrusive learning method; Adaptive control; Artificial intelligence; Computer industry; Computer science; Control systems; Fuzzy control; Intelligent agent; Intelligent control; Intelligent structures; Learning;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on

Conference_Location

Honolulu, HI

Print_ISBN

0-7803-7280-8

Type

conf

DOI

10.1109/FUZZ.2002.1004975

Filename

1004975