Stefan Schaal
Stefan Schaal publishes mostly in Control and Systems Engineering, Artificial Intelligence and Biomedical Engineering, on topics such as Robot Manipulation and Learning, Reinforcement Learning in Robotics and Robotic Locomotion and Control.
- World rank
- #15,741 of 1,633,909 ranked researchers
- Rank in United States
- #7,525 of 358,040
- Works
- 93
- Citations
- 944
- Citations per work
- 10.2
What does Stefan Schaal research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Control and Systems Engineering29% of their works
- 2Artificial Intelligence23% of their works
- 3Biomedical Engineering12% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Sociology and Political Science4% of their works
- 6Electrical and Electronic Engineering3% of their works
Research topics
Which keywords describe Stefan Schaal's research?
The keywords of their largest research topics: Deep Learning, Grasping, Robot Learning, Neural Networks, Reinforcement Learning, Robotics, Bipedal Locomotion and Dynamic Walking.
- Semi-Supervised Learning
- Pose Estimation
- Active Learning
- Variational Inference
- Sparse Regression
- Machine Learning
- Dynamic Walking
- Robotics
- Neural Networks
- Grasping
- Deep Learning
- Robot Learning
- Reinforcement Learning
- Bipedal Locomotion
- Gaussian Processes
- Parameter Estimation
- System Identification
- Action Recognition
- Backpropagation Learning
- Self-Organizing Maps
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 Learning396 topics
- Grasping171 topic
- Robot Learning171 topic
- Neural Networks122 topics
- Reinforcement Learning91 topic
- Robotics91 topic
- Bipedal Locomotion81 topic
- Dynamic Walking81 topic
- Gaussian Processes72 topics
- Machine Learning72 topics
- Parameter Estimation41 topic
- Sparse Regression41 topic
- System Identification41 topic
- Variational Inference41 topic
- Action Recognition31 topic
- Active Learning31 topic
- Backpropagation Learning31 topic
- Pose Estimation31 topic
- Self-Organizing Maps31 topic
- Semi-Supervised Learning31 topic
Where does Stefan Schaal work?
Stefan Schaal's main affiliation in the publication record is University of Southern California, United States.
How many publications and citations does Stefan Schaal have?
Science Explorer counts 93 works and 944 citations for Stefan Schaal, ranking #15,741 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.
Other researchers named Stefan Schaal
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