Georg Martius
Georg Martius publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Reinforcement Learning in Robotics, Neural dynamics and brain function and Machine Learning and Algorithms.
- World rank
- #871,235 of 1,633,909 ranked researchers
- Rank in Germany
- #51,046 of 86,443
- Works
- 62
- Citations
- 135
- Citations per work
- 2.2
What does Georg Martius research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence31% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Control and Systems Engineering12% of their works
- 4Statistical and Nonlinear Physics6% of their works
- 5Cognitive Neuroscience6% of their works
- 6Biomedical Engineering2% of their works
Research topics
Which keywords describe Georg Martius's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Active Learning, Cortical Networks, Feature Matching and Grasping.
- Suffix Arrays
- Compression
- Robot Learning
- Neuronal Oscillations
- Machine Learning
- Grasping
- Cortical Networks
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Active Learning
- Feature Matching
- Local Descriptors
- Model Predictive Control
- Optimization
- 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 18 words, with their numbers
- Deep Learning185 topics
- Neural Networks92 topics
- Reinforcement Learning71 topic
- Robotics71 topic
- Active Learning31 topic
- Cortical Networks31 topic
- Feature Matching31 topic
- Grasping31 topic
- Local Descriptors31 topic
- Machine Learning31 topic
- Model Predictive Control31 topic
- Neuronal Oscillations31 topic
- Optimization31 topic
- Robot Learning31 topic
- Backpropagation Learning21 topic
- Compression21 topic
- Self-Organizing Maps21 topic
- Suffix Arrays21 topic
Where does Georg Martius work?
Georg Martius's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.
How many publications and citations does Georg Martius have?
Science Explorer counts 62 works and 135 citations for Georg Martius, ranking #871,235 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.