Personal information

Biography

Craig Boutilier is Principal Scientist at Google. He works on various aspects of decision making under uncertainty, with a current focus on recommender systems and sequential decision models (incl. reinforcement learning, Markov decision processes, temporal models, preference modeling and elicitation, interactive optimization, and dialogue).

He was a Professor in the Department of Computer Science at the University of Toronto (on leave) and Canada Research Chair in Adaptive Decision Making for Intelligent Systems. He received his Ph.D. in Computer Science from the University of Toronto in 1992, and worked as an Assistant and Associate Professor at the University of British Columbia from 1991 until his return to Toronto in 1999. He served as Chair of the Department of Computer Science at Toronto from 2004-2010. He was co-founder (with Tyler Lu) of Granata Decision Systems from 2012-2015, until his move to Google in 2015.

Boutilier was a consulting professor at Stanford University from 1998-2000, an adjunct professor at the University of British Columbia from 1999-2010, and a visiting professor at Brown University in 1998, at the University of Toronto in 1997-98, at Carnegie Mellon University in 2008-09, and at Université Paris-Dauphine (Paris IX) in the spring of 2011. He served on the Technical Advisory Board of CombineNet, Inc. from 2001 to 2010.

Boutilier's research interests have spanned a wide range of topics, from knowledge representation, belief revision, default reasoning, and philosophical logic, to probabilistic reasoning, decision making under uncertainty, multiagent systems, and machine learning. His current research efforts focus on various aspects of decision making under uncertainty: preference elicitation, mechanism design, game theory and multiagent decision processes, economic models, social choice, computational advertising, Markov decision processes, reinforcement learning and probabilistic inference.

Boutilier is a past Editor-in-Chief of the Journal of Artificial Intelligence Research (JAIR). He was a past Associate Editor with the ACM Transactions on Economics and Computation (TEAC), the Journal of Artificial Intelligence Research (JAIR), the Journal of Machine Learning Research (JMLR), and Autonomous Agents and Multiagent Systems (AAMAS); and he has sat on the editorial/advisory boards of several other journals. He has organized several international conferences and workshops, including his work as Program Chair of the Twenty-first International Joint Conference on Artificial Intelligence (IJCAI-09) and Program Chair of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI-2000). He has also served on the conference program committees of roughly 70 leading international conferences.

Boutilier is a Fellow of the Royal Society of Canada (RSC), the Association for Computing Machinery (ACM) and the Association for the Advancement of Artificial Intelligence (AAAI). He was the recipient of the 2018 ACM/SIGAI Autonomous Agents Research Award, He was awarded a Tier I Canada Research Chair, an Isaac Walton Killam Research Fellowship, and an IBM Faculty Award. He received the Killam Teaching Award from the University of British Columbia in 1997. He has also received a number of Best Paper awards including: the 2009 IJCAI-JAIR Best Paper Prize (with R. Brafman, C. Domshlak, H. Hoos, D. Poole, from the Journal of Artificial Intelligence Research); the 2014 AIJ Prominent Paper Award (with S. Sanner, from the journal Artificial Intelligence); and the 2018 NeurIPS Best Paper Award (w. T. Lu, D. Schuurmans).

Activities

Employment (6)

Google Inc: Mountain View, CA, US

2015-01-19 to present | Principal Scientist (Research)
Employment
Source: Self-asserted source
Craig Boutilier

Granata Decision Systems: Toronto, ON, CA

2012-09-01 to 2015-01-15 | Co-founder
Employment
Source: Self-asserted source
Craig Boutilier

University of Toronto: Toronto, ON, CA

1999-08-01 to 2015-01-15 | Professor (Computer Science)
Employment
Source: Self-asserted source
Craig Boutilier

University of Toronto: Toronto, ON, CA

2004-07-01 to 2010-08-31 | Chair, Department of Computer Science (Computer Science)
Employment
Source: Self-asserted source
Craig Boutilier

CombineNet, Inc.: Pittsburgh, PA, US

2002 to 2010-07-31 | Technical Advisor
Employment
Source: Self-asserted source
Craig Boutilier

University of British Columbia: Vancouver, BC, CA

1991-08-01 to 1999-07-31 | Associate Professor (Computer Science)
Employment
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Craig Boutilier

Education and qualifications (2)

University of Toronto: Toronto, ON, CA

1992-01-01 | PhD (Computer Science)
Education
Source: Self-asserted source
Craig Boutilier

University of Toronto: Toronto, ON, CA

1988-01-01 | MSc (Computer Science)
Education
Source: Self-asserted source
Craig Boutilier

Works (2)

Discovering Personalized Semantics for Soft Attributes in Recommender Systems Using Concept Activation Vectors

ACM Transactions on Recommender Systems
2024-12-31 | Journal article
Contributors: Christina Göpfert; Alex Haig; Chih-Wei Hsu; Yinlam Chow; Ivan Vendrov; Tyler Lu; Deepak Ramachandran; Hubert Pham; Mohammad Ghavamzadeh; Craig Boutilier
Source: check_circle
Crossref

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis

ACM Transactions on Recommender Systems
2024-09-30 | Journal article
Contributors: Jonathan Stray; Alon Halevy; Parisa Assar; Dylan Hadfield-Menell; Craig Boutilier; Amar Ashar; Chloe Bakalar; Lex Beattie; Michael Ekstrand; Claire Leibowicz et al.
Source: check_circle
Crossref