Benjamin Van Roy
Impact in
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- Advanced Bandit Algorithms Research
- Artificial Intelligence top 0.5%
- Reinforcement Learning in Robotics
- Machine Learning and Algorithms
Papers in
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- Reinforcement Learning in Robotics 36
- Machine Learning and Algorithms 18
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- Advanced Bandit Algorithms Research 22
- Auction Theory and Applications 10
- Game Theory and Applications 8
- Co-authors
- John N. Tsitsiklis (16 shared papers)Daniela Pucci de Farias (9 shared papers)Daniel Russo (5 shared papers)Ian Osband (11 shared papers)Ciamac C. Moallemi (10 shared papers)Zheng Wen (10 shared papers)Vivek F. Farias (4 shared papers)Abbas Kazerouni (3 shared papers)
- Journals
- Operations Research (7 papers)Mathematics of Operations Research (6 papers)IEEE Transactions on Information Theory (5 papers)Machine Learning (3 papers)IEEE Transactions on Automatic Control (2 papers)
- Partner nations
- United StatesUnited KingdomSingapore
In The Last Decade
Benjamin Van Roy
102 papers receiving 5.3k citations
Benjamin Van Roy's Hit Papers
Peers
Comparison fields: 5 of 139
- Management Science and Operations Research 1.7k
- Artificial Intelligence 2.4k
- Finance 643
- Management Information Systems 519
- Computer Networks and Communications 1.3k
Countries citing papers authored by Benjamin Van Roy
This map shows the geographic impact of Benjamin Van Roy'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 Benjamin Van Roy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Van Roy more than expected).
Fields of papers citing papers by Benjamin Van Roy
This network shows the impact of papers produced by Benjamin Van Roy. 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 Benjamin Van Roy. The network helps show where Benjamin Van Roy may publish in the future.
Co-authors
The 25 scholars most cited alongside Benjamin Van Roy, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 106 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | An analysis of temporal-difference learning with function approximation Hit paper breakdown → | 1997 | 827 |
| 2 | 2003 | 459 | |
| 3 | 2001 | 413 | |
| 4 | 1996 | 323 | |
| 5 | A Tutorial on Thompson Sampling Hit paper breakdown → | 2018 | 312 |
| 6 | 2004 | 256 | |
| 7 | 2014 | 244 | |
| 8 | 1999 | 224 | |
| 9 | 2018 | 199 | |
| 10 | 2006 | 173 | |
| 11 | 2009 | 154 | |
| 12 | 2002 | 119 | |
| 13 | 1999 | 106 | |
| 14 | 2006 | 103 | |
| 15 | 2013 | 93 | |
| 16 | 2004 | 93 | |
| 17 | 2008 | 86 | |
| 18 | Solving Data Mining Problems Through Pattern Recognition | 1997 | 72 |
| 19 | Oblivious Equilibrium: A Mean Field Approximation for Large-Scale Dynamic Games | 2005 | 71 |
| 20 | 2001 | 62 |
About Benjamin Van Roy
Benjamin Van Roy is a scholar working on Artificial Intelligence, Management Science and Operations Research, Computer Networks and Communications, Economics and Econometrics and Computational Theory and Mathematics, having authored 106 papers that have together received 5.7k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (36 papers), Advanced Bandit Algorithms Research (22 papers), Machine Learning and Algorithms (18 papers), Optimization and Search Problems (12 papers), Economic theories and models (10 papers), Auction Theory and Applications (10 papers), Stochastic processes and financial applications (8 papers) and Game Theory and Applications (8 papers). The work is most often cited by research in Management Science and Operations Research (1.7k citations), Artificial Intelligence (2.4k citations), Finance (643 citations), Management Information Systems (519 citations) and Computer Networks and Communications (1.3k citations). Benjamin Van Roy has collaborated with scholars based in United States, United Kingdom and Singapore. Frequent co-authors include John N. Tsitsiklis, Daniela Pucci de Farias, Daniel Russo, Ian Osband, Ciamac C. Moallemi, Zheng Wen, Vivek F. Farias, Abbas Kazerouni, Paat Rusmevichientong and Gabriel Y. Weintraub. Their work appears in journals such as Operations Research, Mathematics of Operations Research, IEEE Transactions on Information Theory, Machine Learning and IEEE Transactions on Automatic Control.
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.