Richard S. Sutton
Richard S. Sutton publishes mostly in Artificial Intelligence, Management Science and Operations Research and Cognitive Neuroscience, on topics such as Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications and Neural Networks and Applications.
- World rank
- #7,175 of 1,633,909 ranked researchers
- Rank in Canada
- #177 of 38,960
- Works
- 69
- Citations
- 1.4k
- Citations per work
- 20.0
What does Richard S. Sutton research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence53% of their works
- 2Management Science and Operations Research9% of their works
- 3Cognitive Neuroscience6% of their works
- 4Computer Networks and Communications5% of their works
- 5Computational Theory and Mathematics3% of their works
- 6Control and Systems Engineering3% of their works
Research topics
Which keywords describe Richard S. Sutton's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Machine Learning, Classification, Genetic Programming and Semi-Supervised Learning.
- Memory
- Transfer Learning
- Gaussian Processes
- Cortical Networks
- Self-Organizing Maps
- Bandit Optimization
- Semi-Supervised Learning
- Classification
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Machine Learning
- Genetic Programming
- Backpropagation Learning
- Bayesian Optimization
- Active Learning
- Domain Adaptation
- Neuronal Oscillations
- Hippocampus
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 20 words, with their numbers
- Deep Learning253 topics
- Neural Networks222 topics
- Reinforcement Learning171 topic
- Robotics171 topic
- Machine Learning92 topics
- Classification61 topic
- Genetic Programming61 topic
- Semi-Supervised Learning62 topics
- Backpropagation Learning51 topic
- Bandit Optimization51 topic
- Bayesian Optimization51 topic
- Self-Organizing Maps51 topic
- Active Learning31 topic
- Cortical Networks31 topic
- Domain Adaptation31 topic
- Gaussian Processes31 topic
- Neuronal Oscillations31 topic
- Transfer Learning31 topic
- Hippocampus21 topic
- Memory21 topic
Where does Richard S. Sutton work?
Richard S. Sutton's main affiliation in the publication record is University of Alberta, Canada.
How many publications and citations does Richard S. Sutton have?
Science Explorer counts 69 works and 1,383 citations for Richard S. Sutton, ranking #7,175 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.