TALK: Cognitive Architecture for Simulating Bodies and Minds
Artificial agents model humans for medical applications
Computer Science and Electrical Engineering
University of Maryland, Baltimore County
A Cognitive Architecture for Simulating Bodies and Minds
Professor Sergei Nirenburg
University of Maryland, Baltimore County
1:00-2:15pm Friday, 18 February 2011, ITE 227, UMBC
This talk is an overview of a cognitive architecture that supports the creation and deployment of intelligent agents capable of simulating human-like abilities. The agents, have a simulated mind and may also be supplied with a simulated body. These agents are intended to operate as members of multi-agent teams featuring both artificial and human agents. The agent architecture and its underlying knowledge resources and processors are being developed in a sufficiently generic way to support a variety of applications. In this talk we briefly describe the architecture and two proof-of-concept application systems we have developed within it: the Maryland Virtual Patient (MVP) system for training medical personnel and the CLinician’s ADvisor (CLAD). We organize the discussion around four specific aspects of agent capabilities implemented in MVP and CLAD: physiological simulation, knowledge management and learning, decision-making and language processing.
This is joint work with Marjorie McShane and Stephen Beale, with contributions from Jesse English, Ben Johnson, Bryan Wilkinson and Roberta Catizone.