Title: Modeling Human Play in Games: From Behavioral Economics to Deep Learning
Speaker: Kevin Leyton-Brown (UBC)
He has co-written two books, “Multiagent Systems” and “Essentials of Game Theory,” and over 100 peer-refereed technical articles; his work has received over 8,000 citations and an h-index of 37. He is the recipient of UBC’s2015 Charles A. McDowell Award for Excellence in Research, a 2014 NSERC E.W.R. Steacie Memorial Fellowship—previously given to a computer scientist only 10 times since its establishment in 1965—and a 2013Outstanding Young Computer Science Researcher Prize from the Canadian Association of Computer Science. He and his coauthors have received paper awards from JAIR, ACM-EC, AAMAS and LION, and numerous medals for the portfolio-based SAT solver SATzilla at international SAT solver competitions (2003–15).
He has co-taught two Coursera courses on “Game Theory” to over half a million students, and has received awards for his teaching at UBC—notably, a 2013/14 Killam Teaching Prize. He is chair of the ACM Special Interest Group on Electronic Commerce, which runs the annual Economics & Computation conference. He serves as an associate editor for the Artificial Intelligence Journal (AIJ), ACM Transactions on Economics and Computation (ACM-TEAC), and AI Access; serves as an advisory board member for the Journal of Artificial Intelligence Research (JAIR, after serving as associate editor for eight years); and was program chair for the ACM Conference on Electronic Commerce (ACM-EC) in 2012. In 2016 he was a visiting researcher at Microsoft Research New England and a visiting professor at Harvard’s EconCS group. Previously, he spent the fall of 2015 at the Simons Institute for the Theory of Computing at UC Berkeley, and split his 2010–11 sabbatical between Makerere University in Kampala, Uganda and the Institute for Advanced Studies at Hebrew University of Jerusalem, Israel. He currently advises Auctionomics, Inc. (and through them, the Federal Communications Commission) andQudos, Inc. He is a co-founder of Kudu.ug and Meta-Algorithmic Technologies. In the past, he served as a consultant for Zynga, Inc., Trading Dynamics Inc., Ariba Inc., Cariocas Inc., and was scientific advisor to UBC spinoff Zite Inc. until it was acquired by CNN in 2011.