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Researcher · Institut national de recherche en sciences et technologies du numérique · France

Rémi Munos

Rémi Munos publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications, on topics such as Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research and Machine Learning and Algorithms.

OpenAlex
World rank
#146,439
of 7,710,434 ranked researchers
Rank in France
#10,449
of 324,115
Works
272
Citations
18k
Citations per work
64.7
h-index
62
i10-index 150Top 0.5% in Artificial Intelligence
Rémi Munos

What does Rémi Munos research?

Rémi Munos's work is mostly in Computer Science (56%), Decision Sciences (19%), Mathematics (3%).

Physical Sciences: 168 works · 61.8% of their workComputer Science: 151 works · 55.6% of their workArtificial Intelligence: 126 works · 46.2% of their workComputer Networks and Communications: 13 works · 4.9% of their workComputational Theory and Mathematics: 12 works · 4.5% of their workMathematics: 9 works · 3.4% of their workStatistics and Probability: 9 works · 3.4% of their workEngineering: 8 works · 2.8% of their workControl and Systems Engineering: 8 works · 2.8% of their workEverything else: 53 works · 19.6% of their workSocial Sciences: 51 works · 18.6% of their workDecision Sciences: 51 works · 18.6% of their workManagement Science and Operations Research: 51 works · 18.6% of their workTHEIR WORKRémi Munos272works
Physical Sciences62%Social Sciences19%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science15155.6%
    2. Mathematics93.4%
    3. Engineering82.8%
  2. Everything else5319.6%
    1. Decision Sciences5118.6%
  1. 1Artificial Intelligence46% of their works
  2. 2Management Science and Operations Research19% of their works
  3. 3Computer Networks and Communications5% of their works
  4. 4Computational Theory and Mathematics4% of their works
  5. 5Statistics and Probability3% of their works
  6. 6Control and Systems Engineering3% of their works

Research topics

Which keywords describe Rémi Munos's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Autonomous Control, Robotics, Online Learning, Bandit Optimization and Bayesian Optimization.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 21 words, with their numbers
  1. Deep Learning2273 topics
  2. Neural Networks1973 topics
  3. Reinforcement Learning1812 topics
  4. Autonomous Control1651 topic
  5. Robotics1651 topic
  6. Online Learning1202 topics
  7. Bandit Optimization1041 topic
  8. Bayesian Optimization1041 topic
  9. Machine Learning803 topics
  10. Active Learning461 topic
  11. Semi-Supervised Learning461 topic
  12. Monte Carlo Tree Search251 topic
  13. Procedural Content Generation251 topic
  14. Mobile Robots221 topic
  15. Online Algorithms221 topic
  16. Classification181 topic
  17. Genetic Programming181 topic
  18. Adaptive Dynamic Programming161 topic
  19. Adversarial Examples161 topic
  20. Optimal Control161 topic
  21. Robustness161 topic

Where does Rémi Munos work?

Rémi Munos's main affiliation in the publication record is Institut national de recherche en sciences et technologies du numérique, France.

How many publications and citations does Rémi Munos have?

OpenAlex counts 272 works and 17,588 citations for Rémi Munos, an h-index of 62, ranking #146,439 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Rémi Munos

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