Dept of Electrical and Computer Engineering
Doctorate of Philosophy, Computer Science, Completed August 2008 University of Minnesota, Twin Cities, MN Dissertation: “Opponent Modeling in Interesting Adversarial Environments” Advisor: Dr. Maria Gini.
Master of Science, Computer Systems, Graduated December 1996 United States Air Force Institute of Technology (AFIT), Dayton, OH Thesis: “Inference Algorithm Performance and Selection Under Constrained Resources” Advisor: Dr. Eugene Santos, Jr.
Bachelor of Science, Electrical Engineering, Graduated May 1992 Worcester Polytechnic Institute (WPI), Worcester, MA
Air Force Reserve Officer Training Corps, Commissioned Officer, May 1992 USAF ROTC Detachment 340, WPI, Worcester, MA
Theory/Science: Artificial Intelligence and Machine Learning topics: - Autonomous Agents - Multi-Agent Systems - Decentralized Systems - Metareasoning - Trust & Reputation - Algorithm design Applications: - Opponent Modeling - Ad-hoc networks of mobile autonomous agents - Trust & Anomaly Detection - Intrusion Detection - Self-healing networks
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
AUTONOMOUS AGENTS
MULTI-AGENT SYSTEMS
DECENTRALIZED SYSTEMS
METAREASONING
“Opponent Modeling in Interesting Adversarial Environments”: Brett Borghetti. Doctoral Dissertation, Aug 2008
“Weighted Prediction Divergence for Metareasoning”: Brett Borghetti and Maria Gini. Association for the Advancement of Artificial Intelligence (AAAI2008) Workshop on Metareasoning, July 2008 “A Market-Pressure-Based Performance Evaluator for TAC-SCM”: Brett Borghetti, Eric Sodomka, Maria Gini, John Collins. Trading Agent Design and Analysis & Agent Mediated Electronic Commerce VIII Joint workshop at Autonomous Agents and Multi-Agent Systems Conference (AAMAS) May, 2006
“Performance Evaluation Methods for the Trading Agent Competition”: Brett Borghetti, Eric Sodomka. Student abstract and poster program at Association for the Advancement of Artificial Intelligence (AAAI), July, 2006.
“Inferencing Over Incomplete Solution Spaces with Genetic Algorithms for Probabilistic Reasoning.”: Brett Borghetti, Ed Williams, Eugene Santos, Jr. - For Midwest Artificial Intelligence and Cognitive Science Conference: 15 Feb 1996: http://citeseer.ist.psu.edu/borghetti96inferencing.html “Inference Algorithm Performance and Selection Under Constrained Resources”: Brett Borghetti. Master’s Thesis: December 1996: http://citeseer.ist.psu.edu/borghetti96inference.html