CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id caadria2008_23_session3a_185
authors Merrick, Kathryn; Mary Lou Maher, Rob Saunders
year 2008
title Achieving adaptable behaviour in intelligent rooms using curious supervised learning agents
source CAADRIA 2008 [Proceedings of the 13th International Conference on Computer Aided Architectural Design Research in Asia] Chiang Mai (Thailand) 9-12 April 2008, pp. 185-192
summary Multiple devices, both hardware and software, may come and go at any time in a given room. Software controlling the behaviour of these devices must be able to adapt to encompass new devices or the removal of existing devices. This paper presents a model for curious, supervised learning agents that address the issue of adaptability at a behavioural level in an intelligent room. Curious, supervised learning agents comprise a curiosity module and a supervised learning algorithm. The curiosity module identifies interesting devices on which to focus the agentís learning. The supervised learning component realises behaviours by observing, modelling and mimicking human actions. Our framework is demonstrated in a virtual meeting room in Second Life. We show that the curious learning agent can adapt its behaviour to identify new learning goals in response to new devices and activities.†
keywords Curiosity, Supervised learning, Agent, Intelligent room
series CAADRIA
email {kathryn, mary, rob}@arch.usyd.edu.au
full text file.pdf (130,109 bytes)
references Content-type: text/plain
details citation check to select
100%; open BLIP Systems (2007) Find in CUMINCAD BLIPNet Technical White Paper , BLIP Systems A/S, Aalborg, Denmark
100%; open Brdiczka, O., Reignier, P. and Crowley, J. (2005) Find in CUMINCAD Supervised learning of an abstract context model for an intelligent environment , Joint sOc-EUSAI Conference, Grenoble, pp. 259-264
100%; open Brooks, R. A., Coen, M., Dang, D., DeBonet, J., Kramer, J., Lozano-Perez, T., Mellor, J., Pook, P., Stauffer, C., Stein, L., Torrance, M., Wessler, M. (1997) Find in CUMINCAD The intelligent room project , The Second International Cognitive Technology Conference, Aizu, pp. 271-279
100%; open Coen, M., Phillips, B., Warshawsky, N., Weisman, L., Peters, S., Finin, P. (1999) Find in CUMINCAD Meeting the computational needs of intelligent environments: the Metaglue system , MANSE
100%; open Maher, M-L., Merrick, K., Macindoe, O. (2006) Find in CUMINCAD Intrinsically motivated intelligent sensed environments , The Thirteenth International Workshop of the European Group for Intelligent Computing in Engineering, Ascona, Switzerland, pp 455-475
100%; open Mozer, M. (1998) Find in CUMINCAD The neural network house: an environment that adapts to its inhabitants , AAAI Spring Symposium on Intelligent Environments, pp 110-114
100%; open Phillips, B. (1999) Find in CUMINCAD Metaglue: a programming language for multi-agent systems , Masters Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology
100%; open Roman, M., Hess, C., Cerqueira, R., Ranganat, A., Campbell, R., Nahrstedt, K. (2002) Find in CUMINCAD Gaia: a middleware infrastructure to enable active spaces , IEEE Pervasive Computing, (Oct-Dec 2002), pp 74-83
100%; open Stanley, J. C. (1976) Find in CUMINCAD Computer simulation of a model of habituation , Nature, 261: 146-148
100%; open Steels, L. (1996) Find in CUMINCAD Self-organising vocabularies, Technical Report , Artificial Intelligence Laboratory, Vrije Universiteit, Brussels
100%; open Weiser, M. (1991) Find in CUMINCAD The computer for the 21st century , Scientific America, 265(3): 94-104

last changed 2012/05/30 19:29
HOMELOGIN (you are user _anon_677515 from group guest) Works Powered by SciX Open Publishing Services 1.002