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Dr. R. Matthew Kretchmar
Ph.D. in Computer Science from Colorado State University, 2000
M.S. in Computer Science from Rensselaer Polytechnic Institute, 1995
B.S. in Computer Engineering from Pennsylvania State University, 1992
View R. Matthew's personal page.
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Teaching
FYS102 - First Year Seminars. I currently teach a variety of first year seminar courses (FYS102). Recent topics include mathematical equity, game theory, and technology.
Past Courses
CS339: Artificial Intelligence
Research
My research interests include artificial intelligence, machine learning, reinforcement learning, evolutionary computation, games and game theory, combinatorics.
Publications
Suspense at the Ballot Box (with N. Kell '13). College Mathematics Journal (2013).
A neighborhood search technique for the freeze-tag problem (with D. Bucatanschi '06, B. Hoffman '05 and K. Hutson)
in INFORMS Computing Society Conference. 2006.
in INFORMS Computing Society Conference. 2006.
Tree traversals and permutations (with T. Feil and K. Hutson)
in Congressus Numerantium 172. p. 201-211. 2005.
in Congressus Numerantium 172. p. 201-211. 2005.
Robust reinforcement learning for heating, ventilation, and air conditioning control of buildings (with C. W. Anderson, D. Hittle and P. Young)
in Handbook of Learning and Approximate Dynamic Programming, IEEE Press. 2004.
in Handbook of Learning and Approximate Dynamic Programming, IEEE Press. 2004.
Robust reinforcement learning using integral quadratic constraints (with C. W. Anderson, P. Young and D. Hittle)
in Handbook of Learning and Approximate Dynamic Programming, IEEE Press. 2004.
in Handbook of Learning and Approximate Dynamic Programming, IEEE Press. 2004.
Improved automatic discovery of subgoals for options in hierarcical reinforcement learning (with T. Feil and Rohit Bansal '03)
Journal of Computer Science and Technology 3(2). p. 9-14. 2003.
Journal of Computer Science and Technology 3(2). p. 9-14. 2003.