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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Ustun, Volkan Rosenbloom, Paul S. Kim, Julia Lingshan Li |
| Copyright Year | 2015 |
| Description | Author affiliation: U.S. Department of Veteran Affairs, 1800 G St., NW, Suite 880, Washington, DC 20006, USA (Kim, Julia) || 2-1-3-2 Jinyu Linpanshenyun, 168 Shuangshan Road, Dadukou District, Chongqing, 400080, China (Lingshan Li) || Institute for Creative Technologies, University of Southern California, Playa Vista, 90094, USA (Ustun, Volkan) || Department of Computer Science & Institute for Creative Technologies, University of Southern California, Los Angeles, 90089, USA (Rosenbloom, Paul S.) |
| Abstract | Many agent simulations involve computational models of intelligent human behavior. In a variety of cases, these behavior models should be high-fidelity to provide the required realism and credibility. Cognitive architectures may assist the generation of such high-fidelity models as they specify the fixed structure underlying an intelligent cognitive system that does not change over time and across domains. Existing symbolic architectures, such as Soar and ACT-R, have been used in this way, but here the focus is on a new architecture, Sigma (!), that leverages probabilistic graphical models towards a uniform grand unification of not only the traditional cognitive capabilities but also key non-cognitive aspects, and which thus yields unique opportunities for construction of new kinds of non-modular high-fidelity behavior models. Here, we briefly introduce Sigma along with two disparate proof-of-concept virtual humans - one conversational and the other a pair of ambulatory agents - that demonstrate its diverse capabilities. |
| Starting Page | 3124 |
| Ending Page | 3125 |
| File Size | 115275 |
| Page Count | 2 |
| File Format | |
| ISSN | 15584305 |
| e-ISBN | 9781467397438 |
| DOI | 10.1109/WSC.2015.7408431 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-12-06 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Computer architecture Computational modeling Graphical models Buildings Architecture Probabilistic logic Artificial intelligence |
| Content Type | Text |
| Resource Type | Article |
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