Craig Boutilier

Publications by Year

Research Areas

Bayesian Modeling and Causal Inference, Auction Theory and Applications, Reinforcement Learning in Robotics, Logic, Reasoning, and Knowledge, Advanced Bandit Algorithms Research

Most-Cited Works

• The dynamics of reinforcement learning in cooperative multiagent systems(1998)
• → Decision-Theoretic Planning: Structural Assumptions and Computational Leverage(1999)1,087 cited
• → CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements(2004)871 cited
• → Context-Specific Independence in Bayesian Networks(2013)553 cited
• → SPUDD: Stochastic Planning using Decision Diagrams(2013)387 cited
• Planning, Learning and Coordination in Multiagent Decision Processes(1996)
• → Stochastic dynamic programming with factored representations(2000)360 cited
• Exploiting Structure in Policy Construction(1995)
• Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence(2000)
• Sequential Optimality and Coordination in Multiagent Systems(1999)