Rémi Munos
Impact in
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- Advanced Bandit Algorithms Research
- Artificial Intelligence top 0.5%
- Reinforcement Learning in Robotics
- Machine Learning and Algorithms
- Evolutionary Algorithms and Applications
- Artificial Intelligence in Games
Papers in
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- Advanced Bandit Algorithms Research 47
-
- Reinforcement Learning in Robotics 66
- Machine Learning and Algorithms 28
- Co-authors
- Csaba Szepesvári (10 shared papers)Jean-Yves Audibert (5 shared papers)Sébastien Bubeck (5 shared papers)Will Dabney (4 shared papers)Andrew Moore (4 shared papers)Gilles Stoltz (3 shared papers)Marc G. Bellemare (6 shared papers)Mark Rowland (4 shared papers)
- Journals
- Machine Learning (5 papers)Journal of Machine Learning Research (4 papers)Theoretical Computer Science (3 papers)Lecture notes in computer science (14 papers)Applied Numerical Mathematics (1 paper)
- Partner nations
- FranceUnited StatesUnited Kingdom
In The Last Decade
Rémi Munos
102 papers receiving 3.9k citations
Rémi Munos's Hit Papers
Peers
Comparison fields: 5 of 134
- Management Science and Operations Research 1.6k
- Artificial Intelligence 2.7k
- Computational Theory and Mathematics 680
- Computer Networks and Communications 677
- Control and Systems Engineering 553
Countries citing papers authored by Rémi Munos
This map shows the geographic impact of Rémi Munos'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 Rémi Munos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Rémi Munos more than expected).
Fields of papers citing papers by Rémi Munos
This network shows the impact of papers produced by Rémi Munos. 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 Rémi Munos. The network helps show where Rémi Munos may publish in the future.
Co-authors
The 25 scholars most cited alongside Rémi Munos, 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 109 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Distributional Reinforcement Learning With Quantile Regression Hit paper breakdown → | 2018 | 355 |
| 2 | 2009 | 309 | |
| 3 | A distributional code for value in dopamine-based reinforcement learning Hit paper breakdown → | 2020 | 257 |
| 4 | 2002 | 236 | |
| 5 | 2012 | 228 | |
| 6 | 2009 | 183 | |
| 7 | 2014 | 139 | |
| 8 | 2007 | 129 | |
| 9 | Finite-Time Bounds for Fitted Value Iteration | 2008 | 128 |
| 10 | X -Armed Bandits | 2011 | 113 |
| 11 | 2010 | 110 | |
| 12 | Recurrent Experience Replay in Distributed Reinforcement Learning. | 2018 | 108 |
| 13 | Error bounds for approximate policy iteration | 2003 | 98 |
| 14 | 2022 | 93 | |
| 15 | 2007 | 92 | |
| 16 | Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness | 2011 | 77 |
| 17 | Algorithms for Infinitely Many-Armed Bandits | 2008 | 68 |
| 18 | 2007 | 66 | |
| 19 | Error Propagation for Approximate Policy and Value Iteration | 2010 | 66 |
| 20 | 2016 | 64 |
About Rémi Munos
Rémi Munos is a scholar working on Management Science and Operations Research, Artificial Intelligence, Statistics and Probability, Computer Networks and Communications and Computational Theory and Mathematics, having authored 109 papers that have together received 4.2k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (66 papers), Advanced Bandit Algorithms Research (47 papers), Machine Learning and Algorithms (28 papers), Optimization and Search Problems (14 papers), Markov Chains and Monte Carlo Methods (9 papers), Statistical Methods and Inference (8 papers), Advanced Control Systems Optimization (8 papers) and Adaptive Dynamic Programming Control (6 papers). The work is most often cited by research in Management Science and Operations Research (1.6k citations), Artificial Intelligence (2.7k citations), Computational Theory and Mathematics (680 citations), Computer Networks and Communications (677 citations) and Control and Systems Engineering (553 citations). Rémi Munos has collaborated with scholars based in France, United States and United Kingdom. Frequent co-authors include Csaba Szepesvári, Jean-Yves Audibert, Sébastien Bubeck, Will Dabney, Andrew Moore, Gilles Stoltz, Marc G. Bellemare, Mark Rowland, Nathaniel Korda and Emilie Kaufmann. Their work appears in journals such as Machine Learning, Journal of Machine Learning Research, Theoretical Computer Science, Lecture notes in computer science and Applied Numerical Mathematics.
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.