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
- Artificial Intelligence in Games
- Evolutionary Algorithms and Applications
Papers in
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- Reinforcement Learning in Robotics 59
- Machine Learning and Algorithms 19
- Adversarial Robustness in Machine Learning 5
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- Advanced Bandit Algorithms Research 32
- Co-authors
- Csaba Szepesvári (10 shared papers)Will Dabney (11 shared papers)Andrew Moore (4 shared papers)Marc G. Bellemare (8 shared papers)Jean-Yves Audibert (4 shared papers)Mark Rowland (8 shared papers)Gilles Stoltz (4 shared papers)Sébastien Bubeck (3 shared papers)
- Journals
- Machine Learning (5 papers)Theoretical Computer Science (3 papers)Journal of Machine Learning Research (3 papers)Scientific Reports (1 paper)Automatica (1 paper)
- Partner nations
- FranceUnited StatesUnited Kingdom
In The Last Decade
Rémi Munos
82 papers receiving 2.9k citations
Rémi Munos's Hit Papers
Peers
Comparison fields: 5 of 124
- Management Science and Operations Research 973
- Artificial Intelligence 2.1k
- Computational Theory and Mathematics 475
- Computer Networks and Communications 472
- Control and Systems Engineering 450
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 85 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Distributional Reinforcement Learning With Quantile Regression Hit paper breakdown → | 2018 | 294 |
| 2 | 2009 | 255 | |
| 3 | A distributional code for value in dopamine-based reinforcement learning Hit paper breakdown → | 2020 | 236 |
| 4 | 2002 | 213 | |
| 5 | Modification of UCT with Patterns in Monte-Carlo Go | 2006 | 173 |
| 6 | 2014 | 116 | |
| 7 | Noisy Networks For Exploration | 2018 | 115 |
| 8 | Finite-Time Bounds for Fitted Value Iteration | 2008 | 111 |
| 9 | 2007 | 100 | |
| 10 | X -Armed Bandits | 2011 | 95 |
| 11 | Recurrent Experience Replay in Distributed Reinforcement Learning. | 2018 | 94 |
| 12 | 2010 | 87 | |
| 13 | Error bounds for approximate policy iteration | 2003 | 81 |
| 14 | Fitted Q-iteration in continuous action-space MDPs | 2007 | 69 |
| 15 | Online Optimization in X-Armed Bandits | 2008 | 68 |
| 16 | Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness | 2011 | 65 |
| 17 | 2013 | 53 | |
| 18 | 2019 | 50 | |
| 19 | 2007 | 49 | |
| 20 | Speedy Q-Learning | 2011 | 43 |
About Rémi Munos
Rémi Munos is a scholar working on Artificial Intelligence, Management Science and Operations Research, Computer Networks and Communications, Control and Systems Engineering and Computational Theory and Mathematics, having authored 85 papers that have together received 3.2k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (59 papers), Advanced Bandit Algorithms Research (32 papers), Machine Learning and Algorithms (19 papers), Optimization and Search Problems (12 papers), Advanced Control Systems Optimization (6 papers), Markov Chains and Monte Carlo Methods (6 papers), Adversarial Robustness in Machine Learning (5 papers) and Sports Analytics and Performance (5 papers). The work is most often cited by research in Management Science and Operations Research (973 citations), Artificial Intelligence (2.1k citations), Computational Theory and Mathematics (475 citations), Computer Networks and Communications (472 citations) and Control and Systems Engineering (450 citations). Rémi Munos has collaborated with scholars based in France, United States and United Kingdom. Frequent co-authors include Csaba Szepesvári, Will Dabney, Andrew Moore, Marc G. Bellemare, Jean-Yves Audibert, Mark Rowland, Gilles Stoltz, Sébastien Bubeck, András Antos and Yizao Wang. Their work appears in journals such as Machine Learning, Theoretical Computer Science, Journal of Machine Learning Research, Scientific Reports and Automatica.
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.