Craig Boutilier
Google Publications
-
Budget Allocation using Weakly Coupled, Constrained Markov Decision Processes
Craig Boutilier, Tyler Lu
Google Research (2016), 39pp. (to appear)
Previous Publications
-
Approximately Stable Pricing for Coordinated Purchasing of Electricity
Andrew Perrault, Craig Boutilier
IJCAI (2015), pp. 2624-2631
-
Approximately Strategy-proof Mechanisms for (Constrained) Facility Location
Xin Sui, Craig Boutilier
AAMAS (2015), pp. 605-613
-
Optimal Group Manipulation in Facility Location Problems
Xin Sui, Craig Boutilier
ADT (2015), pp. 505-520
-
Optimal social choice functions: A utilitarian view
Craig Boutilier, Ioannis Caragiannis, Simi Haber, Tyler Lu, Ariel D. Procaccia, Or Sheffet
Artif. Intell., vol. 227 (2015), pp. 190-213
-
Preference-oriented Social Networks: Group Recommendation and Inference
Amirali Salehi-Abari, Craig Boutilier
RecSys (2015), pp. 35-42
-
The Pricing War Continues: On Competitive Multi-Item Pricing
Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein
AAAI (2015), pp. 972-978
-
Value-Directed Compression of Large-Scale Assignment Problems
Tyler Lu, Craig Boutilier
AAAI (2015), pp. 1182-1190
-
A Game-Theoretic Analysis of Catalog Optimization
Joel Oren, Nina Narodytska, Craig Boutilier
AAAI (2014), pp. 1463-1470
-
Effective sampling and learning for Mallows models with pairwise-preference data
Tyler Lu, Craig Boutilier
Journal of Machine Learning Research, vol. 15 (2014), pp. 3783-3829
-
Efficient coordinated power distribution on private infrastructure
Andrew Perrault, Craig Boutilier
AAMAS (2014), pp. 805-812
-
Empathetic social choice on social networks
Amirali Salehi-Abari, Craig Boutilier
AAMAS (2014), pp. 693-700
-
On the value of using group discounts under price competition
Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier
Artif. Intell., vol. 216 (2014), pp. 163-178
-
Preference Elicitation and Interview Minimization in Stable Matchings
Joanna Drummond, Craig Boutilier
AAAI (2014), pp. 645-653
-
Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty
Thanh Hong Nguyen, Amulya Yadav, Bo An, Milind Tambe, Craig Boutilier
AAAI (2014), pp. 756-762
-
Robust Winners and Winner Determination Policies under Candidate Uncertainty
Craig Boutilier, Jérôme Lang, Joel Oren, Héctor Palacios
AAAI (2014), pp. 1391-1397
-
The Pricing War Continues: On Competitive Multi-Item Pricing
Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein
CoRR, vol. abs/1408.0258 (2014)
-
Analysis and Optimization of Multi-Dimensional Percentile Mechanisms
Xin Sui, Craig Boutilier, Tuomas Sandholm
IJCAI (2013)
-
Approximately Optimal Monitoring of Plan Preconditions
CoRR, vol. abs/1301.3839 (2013)
-
Context-Specific Independence in Bayesian Networks
Craig Boutilier, Nir Friedman, Moisés Goldszmidt, Daphne Koller
CoRR, vol. abs/1302.3562 (2013)
-
Continuous Value Function Approximation for Sequential Bidding Policies
Craig Boutilier, Moisés Goldszmidt, Bikash Sabata
CoRR, vol. abs/1301.6682 (2013)
-
Correlated Action Effects in Decision Theoretic Regression
CoRR, vol. abs/1302.1522 (2013)
-
Efficient Vote Elicitation under Candidate Uncertainty
Joel Oren, Yuval Filmus, Craig Boutilier
IJCAI (2013)
-
Elicitation and Approximately Stable Matching with Partial Preferences
Joanna Drummond, Craig Boutilier
IJCAI (2013)
-
Integrating Planning and Execution in Stochastic Domains
Richard Dearden, Craig Boutilier
CoRR, vol. abs/1302.6799 (2013)
-
Learning Conventions in Multiagent Stochastic Domains using Likelihood Estimates
CoRR, vol. abs/1302.3561 (2013)
-
Modal Logics for Qualitative Possibility and Beliefs
CoRR, vol. abs/1303.5393 (2013)
-
Multi-Dimensional Single-Peaked Consistency and Its Approximations
Xin Sui, Alex Francois-Nienaber, Craig Boutilier
IJCAI (2013)
-
Multi-Winner Social Choice with Incomplete Preferences
Tyler Lu, Craig Boutilier
IJCAI (2013)
-
On the Value of Using Group Discounts under Price Competition
Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier
AAAI (2013)
-
Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (2000)
Craig Boutilier, Moisés Goldszmidt
CoRR, vol. abs/1304.3842 (2013)
-
Reasoning With Conditional Ceteris Paribus Preference Statem
Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole
CoRR, vol. abs/1301.6681 (2013)
-
SPUDD: Stochastic Planning using Decision Diagrams
Jesse Hoey, Robert St-Aubin, Alan J. Hu, Craig Boutilier
CoRR, vol. abs/1301.6704 (2013)
-
Structured Arc Reversal and Simulation of Dynamic Probabilistic Networks
Adrian Y. W. Cheuk, Craig Boutilier
CoRR, vol. abs/1302.1527 (2013)
-
Structured Reachability Analysis for Markov Decision Processes
Craig Boutilier, Ronen I. Brafman, Christopher W. Geib
CoRR, vol. abs/1301.7361 (2013)
-
The Probability of a Possibility: Adding Uncertainty to Default Rules
CoRR, vol. abs/1303.1509 (2013)
-
UCP-Networks: A Directed Graphical Representation of Conditional Utilities
Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman
CoRR, vol. abs/1301.2259 (2013)
-
Value-Directed Belief State Approximation for POMDPs
Pascal Poupart, Craig Boutilier
CoRR, vol. abs/1301.3887 (2013)
-
Value-Directed Sampling Methods for POMDPs
Pascal Poupart, Luis E. Ortiz, Craig Boutilier
CoRR, vol. abs/1301.2305 (2013)
-
Vector-space Analysis of Belief-state Approximation for POMDPs
Pascal Poupart, Craig Boutilier
CoRR, vol. abs/1301.2304 (2013)
-
A Dynamic Rationalization of Distance Rationalizability
Craig Boutilier, Ariel D. Procaccia
AAAI (2012)
-
A Framework for Optimizing Paper Matching
Laurent Charlin, Richard S. Zemel, Craig Boutilier
CoRR, vol. abs/1202.3706 (2012)
-
Active Collaborative Filtering
Craig Boutilier, Richard S. Zemel, Benjamin M. Marlin
CoRR, vol. abs/1212.2442 (2012)
-
Active Learning for Matching Problems
Laurent Charlin, Richard S. Zemel, Craig Boutilier
ICML (2012)
-
Active Learning for Matching Problems
Laurent Charlin, Richard S. Zemel, Craig Boutilier
CoRR, vol. abs/1206.4647 (2012)
-
Approximate Linear Programming for First-order MDPs
Scott Sanner, Craig Boutilier
CoRR, vol. abs/1207.1415 (2012)
-
Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare
Tyler Lu, Pingzhong Tang, Ariel D. Procaccia, Craig Boutilier
UAI (2012), pp. 543-553
-
Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare
Tyler Lu, Pingzhong Tang, Ariel D. Procaccia, Craig Boutilier
CoRR, vol. abs/1210.4895 (2012)
-
Cooperative Negotiation in Autonomic Systems using Incremental Utility Elicitation
Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart, Gerald Tesauro, William E. Walsh
CoRR, vol. abs/1212.2443 (2012)
-
Eliciting forecasts from self-interested experts: scoring rules for decision makers
AAMAS (2012), pp. 737-744
-
Local Utility Elicitation in GAI Models
Darius Braziunas, Craig Boutilier
CoRR, vol. abs/1207.1361 (2012)
-
Matching models for preference-sensitive group purchasing
Tyler Lu, Craig Boutilier
EC (2012), pp. 723-740
-
Minimax regret based elicitation of generalized additive utilities
Darius Braziunas, Craig Boutilier
CoRR, vol. abs/1206.5255 (2012)
-
Optimal social choice functions: a utilitarian view
Craig Boutilier, Ioannis Caragiannis, Simi Haber, Tyler Lu, Ariel D. Procaccia, Or Sheffet
EC (2012), pp. 197-214
-
People, sensors, decisions: Customizable and adaptive technologies for assistance in healthcare
Jesse Hoey, Craig Boutilier, Pascal Poupart, Patrick Olivier, Andrew Monk, Alex Mihailidis
TiiS, vol. 2 (2012), pp. 20
-
Regret Minimizing Equilibria and Mechanisms for Games with Strict Type Uncertainty
Nathanael Hyafil, Craig Boutilier
CoRR, vol. abs/1207.4147 (2012)
-
Regret-based Reward Elicitation for Markov Decision Processes
Kevin Regan, Craig Boutilier
CoRR, vol. abs/1205.2619 (2012)
-
Sequentially optimal repeated coalition formation under uncertainty
Georgios Chalkiadakis, Craig Boutilier
Autonomous Agents and Multi-Agent Systems, vol. 24 (2012), pp. 441-484
-
Toward Experiential Utility Elicitation for Interface Customization
Bowen Hui, Craig Boutilier
CoRR, vol. abs/1206.3258 (2012)
-
A Bayesian Concept Learning Approach to Crowdsourcing
Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier
Interactive Decision Theory and Game Theory (2011)
-
A Framework for Optimizing Paper Matching
Laurent Charlin, Richard S. Zemel, Craig Boutilier
UAI (2011), pp. 86-95
-
Accelerating Reinforcement Learning through Implicit Imitation
Craig Boutilier, Bob Price
CoRR, vol. abs/1106.0681 (2011)
-
Budgeted Social Choice: From Consensus to Personalized Decision Making
Tyler Lu, Craig Boutilier
IJCAI (2011), pp. 280-286
-
CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements
Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole
CoRR, vol. abs/1107.0023 (2011)
-
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
Craig Boutilier, Thomas L. Dean, Steve Hanks
CoRR, vol. abs/1105.5460 (2011)
-
Efficiency and Privacy Tradeoffs in Mechanism Design
Xin Sui, Craig Boutilier
AAAI (2011)
-
Eliciting Additive Reward Functions for Markov Decision Processes
Kevin Regan, Craig Boutilier
IJCAI (2011), pp. 2159-2164
-
Eliciting Forecasts from Self-interested Experts: Scoring Rules for Decision Makers
CoRR, vol. abs/1106.2489 (2011)
-
Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach
Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier
ADT (2011), pp. 277-291
-
Learning Mallows Models with Pairwise Preferences
Tyler Lu, Craig Boutilier
ICML (2011), pp. 145-152
-
Partial-Order Planning with Concurrent Interacting Actions
Craig Boutilier, Ronen I. Brafman
CoRR, vol. abs/1106.0249 (2011)
-
Preference Elicitation and Preference Learning in Social Choice
CPAIOR (2011), pp. 1
-
Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
Paolo Viappiani, Craig Boutilier
AAAI (2011)
-
Robust Approximation and Incremental Elicitation in Voting Protocols
Tyler Lu, Craig Boutilier
IJCAI (2011), pp. 287-293
-
Robust Online Optimization of Reward-Uncertain MDPs
Kevin Regan, Craig Boutilier
IJCAI (2011), pp. 2165-2171
-
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs
Tyler Lu, Craig Boutilier
ADT (2011), pp. 135-149
-
Assessing regret-based preference elicitation with the UTPREF recommendation system
Darius Braziunas, Craig Boutilier
EC (2010), pp. 219-228
-
Automated Channel Abstraction for Advertising Auctions
William E. Walsh, Craig Boutilier, Tuomas Sandholm, Rob Shields, George L. Nemhauser, David C. Parkes
AAAI (2010)
-
Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process
Jesse Hoey, Pascal Poupart, Axel von Bertoldi, Tammy Craig, Craig Boutilier, Alex Mihailidis
Computer Vision and Image Understanding, vol. 114 (2010), pp. 503-519
-
Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets
Paolo Viappiani, Craig Boutilier
NIPS (2010), pp. 2352-2360
-
Robust Policy Computation in Reward-Uncertain MDPs Using Nondominated Policies
Kevin Regan, Craig Boutilier
AAAI (2010)
-
Simultaneous Elicitation of Preference Features and Utility
Craig Boutilier, Kevin Regan, Paolo Viappiani
AAAI (2010)
-
The unavailable candidate model: a decision-theoretic view of social choice
Tyler Lu, Craig Boutilier
EC (2010), pp. 263-274
-
A probabilistic mental model for estimating disruption
Bowen Hui, Grant A. Partridge, Craig Boutilier
IUI (2009), pp. 287-296
-
Online feature elicitation in interactive optimization
Craig Boutilier, Kevin Regan, Paolo Viappiani
ICML (2009), pp. 73-80
-
Optimal Set Recommendations Based on Regret
Paolo Viappiani, Craig Boutilier
ITWP (2009)
-
Practical solution techniques for first-order MDPs
Scott Sanner, Craig Boutilier
Artif. Intell., vol. 173 (2009), pp. 748-788
-
Preference elicitation with subjective features
Craig Boutilier, Kevin Regan, Paolo Viappiani
RecSys (2009), pp. 341-344
-
Regret-based Reward Elicitation for Markov Decision Processes
Kevin Regan, Craig Boutilier
UAI (2009), pp. 444-451
-
Regret-based optimal recommendation sets in conversational recommender systems
Paolo Viappiani, Craig Boutilier
RecSys (2009), pp. 101-108
-
Computing Reserve Prices and Identifying the Value Distribution in Real-world Auctions with Market Disruptions
William E. Walsh, David C. Parkes, Tuomas Sandholm, Craig Boutilier
AAAI (2008), pp. 1499-1502
-
Elicitation of Factored Utilities
Darius Braziunas, Craig Boutilier
AI Magazine, vol. 29 (2008), pp. 79-92
-
Expressive Banner Ad Auctions and Model-Based Online Optimization for Clearing
Craig Boutilier, David C. Parkes, Tuomas Sandholm, William E. Walsh
AAAI (2008), pp. 30-37
-
Intelligent Decision Support in Medicine: Back to Bayes?
Gitte Lindgaard, Peter Egan, Colin N. Jones, Catherine Pyper, Monique Frize, Robin C. Walker, Craig Boutilier, Bowen Hui, Sheila Narasimhan, Janette Folkens, Bill Winogron
J. UCS, vol. 14 (2008), pp. 2720-2736
-
Sequential decision making in repeated coalition formation under uncertainty
Georgios Chalkiadakis, Craig Boutilier
AAMAS (1) (2008), pp. 347-354
-
The need for an interaction cost model in adaptive interfaces
Bowen Hui, Sean Gustafson, Pourang Irani, Craig Boutilier
AVI (2008), pp. 458-461
-
Toward Experiential Utility Elicitation for Interface Customization
Bowen Hui, Craig Boutilier
UAI (2008), pp. 298-305
-
Approximate Solution Techniques for Factored First-Order MDPs
Scott Sanner, Craig Boutilier
ICAPS (2007), pp. 288-295
-
Automated Design of Multistage Mechanisms
Tuomas Sandholm, Vincent Conitzer, Craig Boutilier
IJCAI (2007), pp. 1500-1506
-
Coalition formation under uncertainty: bargaining equilibria and the Bayesian core stability concept
Georgios Chalkiadakis, Evangelos Markakis, Craig Boutilier
AAMAS (2007), pp. 64
-
Coalitional Bargaining with Agent Type Uncertainty
Georgios Chalkiadakis, Craig Boutilier
IJCAI (2007), pp. 1227-1232
-
Computing Optimal Subsets
Maxim Binshtok, Ronen I. Brafman, Solomon Eyal Shimony, Ajay Mani, Craig Boutilier
AAAI (2007), pp. 1231-1236
-
Mechanism Design with Partial Revelation
Nathanael Hyafil, Craig Boutilier
IJCAI (2007), pp. 1333-1340
-
Minimax regret based elicitation of generalized additive utilities
Darius Braziunas, Craig Boutilier
UAI (2007), pp. 25-32
-
Partial Revelation Automated Mechanism Design
Nathanael Hyafil, Craig Boutilier
AAAI (2007), pp. 72-78
-
A Planning System Based on Markov Decision Processes to Guide People With Dementia Through Activities of Daily Living
Jennifer Boger, Jesse Hoey, Pascal Poupart, Craig Boutilier, Geoff Fernie, Alex Mihailidis
IEEE Transactions on Information Technology in Biomedicine, vol. 10 (2006), pp. 323-333
-
Constraint-based optimization and utility elicitation using the minimax decision criterion
Craig Boutilier, Relu Patrascu, Pascal Poupart, Dale Schuurmans
Artif. Intell., vol. 170 (2006), pp. 686-713
-
Practical Linear Value-approximation Techniques for First-order MDPs
Scott Sanner, Craig Boutilier
UAI (2006)
-
Preference Elicitation and Generalized Additive Utility
Darius Braziunas, Craig Boutilier
AAAI (2006), pp. 1573-1576
-
Regret-based Incremental Partial Revelation Mechanisms
Nathanael Hyafil, Craig Boutilier
AAAI (2006), pp. 672-678
-
Who's asking for help?: a Bayesian approach to intelligent assistance
Bowen Hui, Craig Boutilier
IUI (2006), pp. 186-193
-
A Decision-Theoretic Approach to Task Assistance for Persons with Dementia
Jennifer Boger, Pascal Poupart, Jesse Hoey, Craig Boutilier, Geoff Fernie, Alex Mihailidis
IJCAI (2005), pp. 1293-1299
-
Approximate Linear Programming for First-order MDPs
Scott Sanner, Craig Boutilier
UAI (2005), pp. 509-517
-
Local Utility Elicitation in GAI Models
Darius Braziunas, Craig Boutilier
UAI (2005), pp. 42-49
-
New Approaches to Optimization and Utility Elicitation in Autonomic Computing
Relu Patrascu, Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart, Gerald Tesauro, William E. Walsh
AAAI (2005), pp. 140-145
-
Regret-based Utility Elicitation in Constraint-based Decision Problems
Craig Boutilier, Relu Patrascu, Pascal Poupart, Dale Schuurmans
IJCAI (2005), pp. 929-934
-
The Influence of Influence Diagrams on Artificial Intelligence
Decision Analysis, vol. 2 (2005), pp. 229-231
-
A Study of Limited-Precision, Incremental Elicitation in Auctions
Alexander Kress, Craig Boutilier
AAMAS (2004), pp. 1344-1345
-
Bayesian Reinforcement Learning for Coalition Formation under Uncertainty
Georgios Chalkiadakis, Craig Boutilier
AAMAS (2004), pp. 1090-1097
-
CP-nets: A Tool for Representing and Reasoning with Conditional Ceteris Paribus Preference Statements
Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole
J. Artif. Intell. Res. (JAIR), vol. 21 (2004), pp. 135-191
-
Eliciting Bid Taker Non-price Preferences in (Combinatorial) Auctions
Craig Boutilier, Tuomas Sandholm, Rob Shields
AAAI (2004), pp. 204-211
-
Preference-Based Constrained Optimization with CP-Nets
Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole
Computational Intelligence, vol. 20 (2004), pp. 137-157
-
Regret Minimizing Equilibria and Mechanisms for Games with Strict Type Uncertainty
Nathanael Hyafil, Craig Boutilier
UAI (2004), pp. 268-277
-
Stochastic Local Search for POMDP Controllers
Darius Braziunas, Craig Boutilier
AAAI (2004), pp. 690-696
-
VDCBPI: an Approximate Scalable Algorithm for Large POMDPs
Pascal Poupart, Craig Boutilier
NIPS (2004), pp. 1081-1088
-
A Bayesian Approach to Imitation in Reinforcement Learning
Bob Price, Craig Boutilier
IJCAI (2003), pp. 712-720
-
Accelerating Reinforcement Learning through Implicit Imitation
Bob Price, Craig Boutilier
J. Artif. Intell. Res. (JAIR), vol. 19 (2003), pp. 569-629
-
Active Collaborative Filtering
Craig Boutilier, Richard S. Zemel, Benjamin M. Marlin
UAI (2003), pp. 98-106
-
An Active Approach to Collaborative Filtering
Richard S. Zemel, Craig Boutilier
AISTATS (2003)
-
Bounded Finite State Controllers
Pascal Poupart, Craig Boutilier
NIPS (2003), pp. 823-830
-
Constraint-Based Optimization with the Minimax Decision Criterion
Craig Boutilier, Relu Patrascu, Pascal Poupart, Dale Schuurmans
CP (2003), pp. 168-182
-
Cooperative Negotiation in Autonomic Systems using Incremental Utility Elicitation
Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart, Gerald Tesauro, William E. Walsh
UAI (2003), pp. 89-97
-
Coordination in multiagent reinforcement learning: a Bayesian approach
Georgios Chalkiadakis, Craig Boutilier
AAMAS (2003), pp. 709-716
-
Incremental Utility Elicitation with the Minimax Regret Decision Criterion
Tianhan Wang, Craig Boutilier
IJCAI (2003), pp. 309-318
-
On the Foundations of Expected Expected Utility
IJCAI (2003), pp. 285-290
-
Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems
Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart, William E. Walsh
IJCAI (2003), pp. 1458-1459
-
A POMDP Formulation of Preference Elicitation Problems
AAAI/IAAI (2002), pp. 239-246
-
Greedy Linear Value-Approximation for Factored Markov Decision Processes
Relu Patrascu, Pascal Poupart, Dale Schuurmans, Craig Boutilier, Carlos Guestrin
AAAI/IAAI (2002), pp. 285-291
-
Piecewise Linear Value Function Approximation for Factored MDPs
Pascal Poupart, Craig Boutilier, Relu Patrascu, Dale Schuurmans
AAAI/IAAI (2002), pp. 292-299
-
Solving Concisely Expressed Combinatorial Auction Problems
AAAI/IAAI (2002), pp. 359-366
-
Value-Directed Compression of POMDPs
Pascal Poupart, Craig Boutilier
NIPS (2002), pp. 1547-1554
-
Bidding Languages for Combinatorial Auctions
Craig Boutilier, Holger H. Hoos
IJCAI (2001), pp. 1211-1217
-
Imitation and Reinforcement Learning in Agents with Heterogeneous Actions
Bob Price, Craig Boutilier
Canadian Conference on AI (2001), pp. 111-120
-
Partial-Order Planning with Concurrent Interacting Actions
Craig Boutilier, Ronen I. Brafman
J. Artif. Intell. Res. (JAIR), vol. 14 (2001), pp. 105-136
-
Symbolic Dynamic Programming for First-Order MDPs
Craig Boutilier, Raymond Reiter, Bob Price
IJCAI (2001), pp. 690-700
-
UCP-Networks: A Directed Graphical Representation of Conditional Utilities
Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman
UAI (2001), pp. 56-64
-
Value-Directed Sampling Methods for POMDPs
Pascal Poupart, Luis E. Ortiz, Craig Boutilier
UAI (2001), pp. 453-461
-
Vector-space Analysis of Belief-state Approximation for POMDPs
Pascal Poupart, Craig Boutilier
UAI (2001), pp. 445-452
-
APRICODD: Approximate Policy Construction Using Decision Diagrams
Robert St-Aubin, Jesse Hoey, Craig Boutilier
NIPS (2000), pp. 1089-1095
-
Approximately Optimal Monitoring of Plan Preconditions
UAI (2000), pp. 54-62
-
Decision Making under Uncertainty: Operations Research Meets AI (Again)
AAAI/IAAI (2000), pp. 1145-1150
-
Decision-Theoretic, High-Level Agent Programming in the Situation Calculus
Craig Boutilier, Raymond Reiter, Mikhail Soutchanski, Sebastian Thrun
AAAI/IAAI (2000), pp. 355-362
-
Solving Combinatorial Auctions Using Stochastic Local Search
Holger H. Hoos, Craig Boutilier
AAAI/IAAI (2000), pp. 22-29
-
Stochastic dynamic programming with factored representations
Craig Boutilier, Richard Dearden, Moisés Goldszmidt
Artif. Intell., vol. 121 (2000), pp. 49-107
-
Value-Directed Belief State Approximation for POMDPs
Pascal Poupart, Craig Boutilier
UAI (2000), pp. 497-506
-
Continuous Value Function Approximation for Sequential Bidding Policies
Craig Boutilier, Moisés Goldszmidt, Bikash Sabata
UAI (1999), pp. 81-90
-
Decision Theoretic Planning: Structural Assumptions and Computational Leverage
Craig Boutilier, Thomas Dean, Steve Hanks
Journal of Artificial Intelligence Research, vol. 11 (1999), pp. 1-94
-
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
Craig Boutilier, Thomas L. Dean, Steve Hanks
J. Artif. Intell. Res. (JAIR), vol. 11 (1999), pp. 1-94
-
Implicit Imitation in Multiagent Reinforcement Learning
Bob Price, Craig Boutilier
ICML (1999), pp. 325-334
-
Knowledge Representation for Stochastic Decision Process
Artificial Intelligence Today (1999), pp. 111-152
-
Multiagent Systems: Challenges and Opportunities for Decision-Theoretic Planning
AI Magazine, vol. 20 (1999), pp. 35-43
-
Reasoning With Conditional Ceteris Paribus Preference Statements
Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole
UAI (1999), pp. 71-80
-
Resource Allocation Using Sequential Auctions
Craig Boutilier, Moisés Goldszmidt, Claire Monteleoni, Bikash Sabata
Agent Mediated Electronic Commerce (IJCAI Workshop) (1999), pp. 131-152
-
SPUDD: Stochastic Planning using Decision Diagrams
Jesse Hoey, Robert St-Aubin, Alan J. Hu, Craig Boutilier
UAI (1999), pp. 279-288
-
Sequential Auctions for the Allocation of Resources with Complementarities
Craig Boutilier, Moisés Goldszmidt, Bikash Sabata
IJCAI (1999), pp. 527-523
-
Sequential Optimality and Coordination in Multiagent Systems
IJCAI (1999), pp. 478-485
-
A Unified Model of Qualitative Belief Change: A Dynamical Systems Perspective
Artif. Intell., vol. 98 (1998), pp. 281-316
-
Belief Revision with Unreliable Observations
Craig Boutilier, Nir Friedman, Joseph Y. Halpern
AAAI/IAAI (1998), pp. 127-134
-
Hierarchical Solution of Markov Decision Processes using Macro-actions
Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier
UAI (1998), pp. 220-229
-
Hierarchical solution of Markov decision processes using macro-actions
Milos Hauskrecht, Nicolas Meuleau, Craig Boutilier, Leslie Pack Kaelbling, Thomas Dean
Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence (UAI-98), Morgan Kaufmann Publishers, San Francisco, California (1998), pp. 220-229
-
Solving Very Large Weakly Coupled Markov Decision Processes
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier
AAAI/IAAI (1998), pp. 165-172
-
Solving very large weakly coupled Markov decision processes
Nicolas Meuleau, Craig Boutilier, Milos Hauskrecht, Leslie Kaelbling, Kee-Eung Kim, Leonid Peshkin, Thomas Dean
Proceedings AAAI-98, MIT Press, Cambridge, Massachusetts (1998), pp. 165-172
-
Structured Reachability Analysis for Markov Decision Processes
Craig Boutilier, Ronen I. Brafman, Christopher W. Geib
UAI (1998), pp. 24-32
-
The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems
Caroline Claus, Craig Boutilier
AAAI/IAAI (1998), pp. 746-752
-
Abstraction and Approximate Decision-Theoretic Planning
Richard Dearden, Craig Boutilier
Artif. Intell., vol. 89 (1997), pp. 219-283
-
Correlated Action Effects in Decision Theoretic Regression
UAI (1997), pp. 30-37
-
Economic Principles of Multi-Agent Systems
Craig Boutilier, Yoav Shoham, Michael P. Wellman
Artif. Intell., vol. 94 (1997), pp. 1-6
-
Planning with Concurrent Interacting Actions
Craig Boutilier, Ronen I. Brafman
AAAI/IAAI (1997), pp. 720-726
-
Prioritized Goal Decomposition of Markov Decision Processes: Toward a Synthesis of Classical and Decision Theoretic Planning
Craig Boutilier, Ronen I. Brafman, Christopher W. Geib
IJCAI (1997), pp. 1156-1162
-
Structured Arc Reversal and Simulation of Dynamic Probabilistic Networks
Adrian Y. W. Cheuk, Craig Boutilier
UAI (1997), pp. 72-79
-
Structured Solution Methods for Non-Markovian Decision Processes
Fahiem Bacchus, Craig Boutilier, Adam J. Grove
AAAI/IAAI (1997), pp. 112-117
-
Abduction to Plausible Causes: An Event-Based model of Belief Update
Artif. Intell., vol. 83 (1996), pp. 143-166
-
Approximate Value Trees in Structured Dynamic Programming
Craig Boutilier, Richard Dearden
ICML (1996), pp. 54-62
-
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations
Craig Boutilier, David Poole
AAAI/IAAI, Vol. 2 (1996), pp. 1168-1175
-
Context-Specific Independence in Bayesian Networks
Craig Boutilier, Nir Friedman, Moisés Goldszmidt, Daphne Koller
UAI (1996), pp. 115-123
-
Iterated revision and minimal change of conditional beliefs
J. Philosophical Logic, vol. 25 (1996), pp. 263-305
-
Learning Conventions in Multiagent Stochastic Domains using Likelihood Estimates
UAI (1996), pp. 106-114
-
Planning, Learning and Coordination in Multiagent Decision Processes
TARK (1996), pp. 195-210
-
Rewarding Behaviors
Fahiem Bacchus, Craig Boutilier, Adam J. Grove
AAAI/IAAI, Vol. 2 (1996), pp. 1160-1167
-
The Frame Problem and Bayesian Network Action Representation
Craig Boutilier, Moisés Goldszmidt
Canadian Conference on AI (1996), pp. 69-83
-
Abduction as Belief Revision
Craig Boutilier, Verónica Becher
Artif. Intell., vol. 77 (1995), pp. 43-94
-
Exploiting Structure in Policy Construction
Craig Boutilier, Richard Dearden, Moisés Goldszmidt
IJCAI (1995), pp. 1104-1113
-
Generalized Update: Belief Change in Dynamic Settings
IJCAI (1995), pp. 1550-1556
-
On the Revision of Probabilistic Belief States
Notre Dame Journal of Formal Logic, vol. 36 (1995), pp. 158-183
-
Planning Under Uncertainty: Structural Assumptions and Computational Leverage
Craig Boutilier, Thomas Dean, Steve Hanks
Proceedings of the 3rd European Workshop on Planning (1995)
-
Process-Oriented Planning and Average-Reward Optimality
Craig Boutilier, Martin L. Puterman
IJCAI (1995), pp. 1096-1103
-
Believing on the Basis of Qualitative Rules: Commentary on Kyburg
Computational Intelligence, vol. 10 (1994), pp. 26-32
-
Conditional Logics of Normality: A Modal Approach
Artif. Intell., vol. 68 (1994), pp. 87-154
-
Integrating Planning and Execution in Stochastic Domains
Richard Dearden, Craig Boutilier
UAI (1994), pp. 162-169
-
Modal logics for qualitative possibility theory
Int. J. Approx. Reasoning, vol. 10 (1994), pp. 173-201
-
Toward a Logic for Qualitative Decision Theory
KR (1994), pp. 75-86
-
Unifying Default Reasoning and Belief Revision in a Modal Framework
Artif. Intell., vol. 68 (1994), pp. 33-85
-
Using Abstractions for Decision-Theoretic Planning with Time Constraints
Craig Boutilier, Richard Dearden
AAAI (1994), pp. 1016-1022
-
Abduction As Belief Revision: A Model of Preferred Explanations
Craig Boutilier, Verónica Becher
AAAI (1993), pp. 642-648
-
On the Semantics of Stable Inheritance Reasoning
Computational Intelligence, vol. 9 (1993), pp. 73-110
-
Revision Sequences and Nested Conditionals
IJCAI (1993), pp. 519-525
-
Revision by Conditional Beliefs
Craig Boutilier, Moisés Goldszmidt
AAAI (1993), pp. 649-654
-
The Probability of a Possibility: Adding Uncertainty to Default Rules
UAI (1993), pp. 461-468
-
A Logic for Revision and Subjunctive Queries
AAAI (1992), pp. 609-615
-
Epistemic Entrenchment in autoepistemic logic
Fundam. Inform., vol. 17 (1992), pp. 5-29
-
Modal Logics for Qualitative Possibility and Beliefs
UAI (1992), pp. 17-24
-
Normative, Subjunctive and Autoepistemic Defaults
ECAI Workshop on Knowledge Representation and Reasoning (1992), pp. 74-97
-
Normative, Subjunctive, and Autoepistemic Defaults: Adopting the Ramsey Test
KR (1992), pp. 685-696
-
Inaccessible Worlds and Irrelevance: Preliminary Report
IJCAI (1991), pp. 413-418
-
Conditional Logics of Normality as Modal Systems
AAAI (1990), pp. 594-599
-
A Semantical Approach to Stable Inheritance Reasoning
IJCAI (1989), pp. 1134-1139

