Rémi Munos
Rémi Munos publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics, on topics such as Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research and Machine Learning and Algorithms.
- World rank
- #41,909 of 1,633,909 ranked researchers
- Rank in France
- #2,296 of 96,116
- Works
- 86
- Citations
- 978
- Citations per work
- 11.4
What does Rémi Munos research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence43% of their works
- 2Management Science and Operations Research16% of their works
- 3Computational Theory and Mathematics7% of their works
- 4Statistics and Probability5% of their works
- 5Computer Networks and Communications5% of their works
- 6Computer Vision and Pattern Recognition4% 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.
- Interpretable Models
- Robustness
- Genetic Programming
- Adversarial Examples
- Adaptive Dynamic Programming
- Active Learning
- Bayesian Optimization
- Online Learning
- Autonomous Control
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Robotics
- Bandit Optimization
- Machine Learning
- Semi-Supervised Learning
- Optimal Control
- Classification
- Regularization
- Variable Selection
- Machine Learning Interpretability
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.
All 21 words, with their numbers
- Deep Learning343 topics
- Neural Networks313 topics
- Reinforcement Learning272 topics
- Autonomous Control221 topic
- Robotics221 topic
- Online Learning212 topics
- Bandit Optimization161 topic
- Bayesian Optimization161 topic
- Machine Learning163 topics
- Active Learning81 topic
- Semi-Supervised Learning81 topic
- Adaptive Dynamic Programming51 topic
- Optimal Control51 topic
- Adversarial Examples41 topic
- Classification41 topic
- Genetic Programming41 topic
- Regularization41 topic
- Robustness41 topic
- Variable Selection41 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 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?
Science Explorer counts 86 works and 978 citations for Rémi Munos, ranking #41,909 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.