Craig Boutilier
Orcid: 0000-0001-9330-4545Affiliations:
- University of Toronto, Canada
According to our database1,
Craig Boutilier
authored at least 250 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2012, "For contributions to knowledge representation and computational decision making.".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Discovering Personalized Semantics for Soft Attributes in Recommender Systems Using Concept Activation Vectors.
Trans. Recomm. Syst., December, 2024
Trans. Recomm. Syst., September, 2024
CoRR, 2024
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
Density-based User Representation through Gaussian Process Regression for Multi-interest Personalized Retrieval.
CoRR, 2023
Factual and Personalized Recommendations using Language Models and Reinforcement Learning.
CoRR, 2023
Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative Models.
CoRR, 2023
Content Prompting: Modeling Content Provider Dynamics to Improve User Welfare in Recommender Ecosystems.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report.
CoRR, 2022
CoRR, 2022
Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
An adversarial variational inference approach for travel demand calibration of urban traffic simulators.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing.
CoRR, 2020
Artif. Intell., 2020
Preference elicitation and robust winner determination for single- and multi-winner social choice.
Artif. Intell., 2020
Demonstrating Principled Uncertainty Modeling for Recommender Ecosystems with RecSim NG.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology.
CoRR, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
2016
Proceedings of the Handbook of Computational Social Choice, 2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
2015
Dagstuhl Reports, 2015
Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the Algorithmic Decision Theory - 4th International Conference, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
J. Mach. Learn. Res., 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (2000)
CoRR, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the IJCAI 2013, 2013
2012
People, sensors, decisions: Customizable and adaptive technologies for assistance in healthcare.
ACM Trans. Interact. Intell. Syst., 2012
Auton. Agents Multi Agent Syst., 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the 13th ACM Conference on Electronic Commerce, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements
CoRR, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
Proceedings of the Algorithmic Decision Theory - Second International Conference, 2011
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs.
Proceedings of the Algorithmic Decision Theory - Second International Conference, 2011
Proceedings of the Interactive Decision Theory and Game Theory, 2011
Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process.
Comput. Vis. Image Underst., 2010
Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010
Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
Proceedings of the UAI 2009, 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009
Proceedings of the 7th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems (ITWP'09), Pasadena, California, USA, July 11-17, 2009 in conjunction with the 21st International Joint Conference on Artificial Intelligence, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
J. Univers. Comput. Sci., 2008
Proceedings of the UAI 2008, 2008
Proceedings of the working conference on Advanced Visual Interfaces, 2008
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
Computing Reserve Prices and Identifying the Value Distribution in Real-world Auctions with Market Disruptions.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the UAI 2007, 2007
Proceedings of the IJCAI 2007, 2007
Coalition formation under uncertainty: bargaining equilibria and the Bayesian core stability concept.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
A Planning System Based on Markov Decision Processes to Guide People With Dementia Through Activities of Daily Living.
IEEE Trans. Inf. Technol. Biomed., 2006
Constraint-based optimization and utility elicitation using the minimax decision criterion.
Artif. Intell., 2006
Proceedings of the UAI '06, 2006
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006
Proceedings of the Proceedings, 2006
Proceedings of the Proceedings, 2006
2005
Proceedings of the UAI '05, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Caring Machines: AI in Eldercare, 2005
Proceedings of the Proceedings, 2005
2004
CP-nets: A Tool for Representing and Reasoning with Conditional Ceteris Paribus Preference Statements.
J. Artif. Intell. Res., 2004
Proceedings of the UAI '04, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
J. Artif. Intell. Res., 2003
Proceedings of the UAI '03, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the IJCAI-03, 2003
Proceedings of the IJCAI-03, 2003
Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems.
Proceedings of the IJCAI-03, 2003
Proceedings of the Principles and Practice of Constraint Programming, 2003
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
J. Artif. Intell. Res., 2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Symbolic Dynamic Programming for First-Order MDPs.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
Bidding Languages for Combinatorial Auctions.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
Proceedings of the Advances in Artificial Intelligence, 2001
2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
J. Artif. Intell. Res., 1999
AI Mag., 1999
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Proceedings of the Agent Mediated Electronic Commerce II, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Implicit Imitation in Multiagent Reinforcement Learning.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999
Proceedings of the Artificial Intelligence Today: Recent Trends and Developments, 1999
1998
Artif. Intell., 1998
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997
Prioritized Goal Decomposition of Markov Decision Processes: Toward a Synthesis of Classical and Decision Theoretic Planning.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997
1996
Artif. Intell., 1996
Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996
Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996
Planning, Learning and Coordination in Multiagent Decision Processes.
Proceedings of the Sixth Conference on Theoretical Aspects of Rationality and Knowledge, 1996
Approximate Value Trees in Structured Dynamic Programming.
Proceedings of the Machine Learning, 1996
Proceedings of the Advances in Artificial Intelligence, 1996
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
1994
Comput. Intell., 1994
Artif. Intell., 1994
Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994
Toward a Logic for Qualitative Decision Theory.
Proceedings of the 4th International Conference on Principles of Knowledge Representation and Reasoning (KR'94). Bonn, 1994
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
1993
Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
1992
Epistemic Entrenchment in autoepistemic logic.
Fundam. Informaticae, 1992
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992
Normative, Subjunctive, and Autoepistemic Defaults: Adopting the Ramsey Test.
Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR'92). Cambridge, 1992
Proceedings of the Foundation of Knowledge Representation and Reasoning [the book grew out of an ECAI-92 workshop], 1992
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
1991
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991
1990
Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990
1989
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989