Craig Boutilier

17.1k total citations · 3 hit papers
187 papers, 8.2k citations indexed

About

Craig Boutilier is a scholar working on Artificial Intelligence, Management Science and Operations Research and Economics and Econometrics. According to data from OpenAlex, Craig Boutilier has authored 187 papers receiving a total of 8.2k indexed citations (citations by other indexed papers that have themselves been cited), including 115 papers in Artificial Intelligence, 90 papers in Management Science and Operations Research and 35 papers in Economics and Econometrics. Recurrent topics in Craig Boutilier's work include Auction Theory and Applications (47 papers), Bayesian Modeling and Causal Inference (46 papers) and Reinforcement Learning in Robotics (34 papers). Craig Boutilier is often cited by papers focused on Auction Theory and Applications (47 papers), Bayesian Modeling and Causal Inference (46 papers) and Reinforcement Learning in Robotics (34 papers). Craig Boutilier collaborates with scholars based in Canada, United States and Israel. Craig Boutilier's co-authors include Moisés Goldszmidt, Holger H. Hoos, Richard Dearden, Steve Hanks, Pascal Poupart, Tyler Lu, Taraneh Dean, David Poole, Ronen I. Brafman and Georgios Chalkiadakis and has published in prestigious journals such as Artificial Intelligence, Journal of Machine Learning Research and Computer Vision and Image Understanding.

In The Last Decade

Craig Boutilier

181 papers receiving 7.4k citations

Hit Papers

The dynamics of reinforcement learning in cooperative mul... 1998 2026 2007 2016 1998 1999 2004 200 400 600

Peers

Craig Boutilier
Comparison fields: 5 of 140
  • Artificial Intelligence 5.3k
  • Management Science and Operations Research 2.4k
  • Computer Networks and Communications 1.8k
  • Computational Theory and Mathematics 1.2k
  • Economics and Econometrics 890
Replace Sarit Kraus with:
Sarit Kraus Israel
Yishay Mansour Israel
Michael Wooldridge United Kingdom
Victor Lesser United States
Yoav Shoham United States
Toby Walsh Australia
Michael P. Wellman United States
Xiaotie Deng China
Katia Sycara United States
David Kempe United States
Sarit Kraus Israel View profile →
Citations per field, relative to Craig Boutilier
Craig Boutilier · 1×
Citations per year, relative to Craig Boutilier
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Countries citing papers authored by Craig Boutilier

Since Specialization
Citations

This map shows the geographic impact of Craig Boutilier's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Craig Boutilier with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Craig Boutilier more than expected).

Fields of papers citing papers by Craig Boutilier

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Craig Boutilier. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Craig Boutilier. The network helps show where Craig Boutilier may publish in the future.

Co-authorship network of co-authors of Craig Boutilier

This figure shows the co-authorship network connecting the top 25 collaborators of Craig Boutilier. A scholar is included among the top collaborators of Craig Boutilier based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Craig Boutilier. Craig Boutilier is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 2
2
CAQL: Continuous Action Q-Learning
2
3
Non-delusional Q-learning and value-iteration
10
4 14
5 106
6 3
7 16
8
Coalitional bargaining with agent type uncertainty
13
9
Approximate solution techniques for factored first-order MDPs
11
10 40
11 28
12
Implicit Imitation in Multiagent Reinforcement Learning
33
13
Solving very large weakly coupled Markov decision processes
126
14
Structured solution methods for non-Markovian decision processes
21
15
Prioritized goal decomposition of Markov decision processes: toward a synthesis of classical and decision theoretic planning
33
16
Rewarding behaviors
42
17
Generalized Update: Belief Change in Dynamic Settings
18
18 4
19
Revision sequences and nested conditionals
93
20
Inaccessible worlds and irrelevance preliminary report
18

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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