Martin Riedmiller
Martin Riedmiller publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Reinforcement Learning in Robotics, Robot Manipulation and Learning and AI-based Problem Solving and Planning.
- World rank
- #4,886 of 1,633,909 ranked researchers
- Rank in Germany
- #576 of 86,443
- Works
- 65
- Citations
- 1.3k
- Citations per work
- 19.6
What does Martin Riedmiller research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Computer Vision and Pattern Recognition14% of their works
- 3Control and Systems Engineering13% of their works
- 4Automotive Engineering5% of their works
- 5Computer Science Applications3% of their works
- 6Mechanical Engineering3% of their works
Research topics
Which keywords describe Martin Riedmiller's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Grasping, Robot Learning, Heuristic Search and Planning Systems.
- Unsupervised
- Self-Organizing Maps
- Machine Learning Interpretability
- Domain Adaptation
- Backpropagation Learning
- Planning Systems
- Robot Learning
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Grasping
- Heuristic Search
- Anomaly Detection
- Computational Thinking
- Interpretable Models
- Programming Education
- Transfer Learning
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 Learning204 topics
- Neural Networks163 topics
- Reinforcement Learning121 topic
- Robotics121 topic
- Grasping41 topic
- Robot Learning41 topic
- Heuristic Search31 topic
- Planning Systems31 topic
- Anomaly Detection21 topic
- Backpropagation Learning21 topic
- Computational Thinking21 topic
- Domain Adaptation21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Programming Education21 topic
- Self-Organizing Maps21 topic
- Transfer Learning21 topic
- Unsupervised21 topic
Where does Martin Riedmiller work?
Martin Riedmiller's main affiliation in the publication record is Osnabrück University, Germany.
How many publications and citations does Martin Riedmiller have?
Science Explorer counts 65 works and 1,276 citations for Martin Riedmiller, ranking #4,886 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.