Jan Peters
Jan Peters publishes mostly in Artificial Intelligence, Control and Systems Engineering and Biomedical Engineering, on topics such as Reinforcement Learning in Robotics, Robot Manipulation and Learning and Gaussian Processes and Bayesian Inference.
- World rank
- #87,792 of 1,633,909 ranked researchers
- Rank in Germany
- #5,697 of 86,443
- Works
- 242
- Citations
- 1.4k
- Citations per work
- 5.6
What does Jan Peters 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
- 2Control and Systems Engineering24% of their works
- 3Biomedical Engineering5% of their works
- 4Cognitive Neuroscience5% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Management Science and Operations Research4% of their works
Research topics
Which keywords describe Jan Peters's research?
The keywords of their largest research topics: Deep Learning, Multi-Agent Systems, Neural Networks, Reinforcement Learning, Grasping, Robot Learning, Gaussian Processes and Machine Learning.
- Sampling-Based Algorithms
- Dynamic Walking
- System Identification
- Bayesian Optimization
- Semi-Supervised Learning
- Variational Inference
- Machine Learning
- Robot Learning
- Reinforcement Learning
- Multi-Agent Systems
- Deep Learning
- Neural Networks
- Grasping
- Gaussian Processes
- Sparse Regression
- Active Learning
- Bandit Optimization
- Parameter Estimation
- Bipedal Locomotion
- Optimal Motion Planning
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 Learning984 topics
- Multi-Agent Systems492 topics
- Neural Networks421 topic
- Reinforcement Learning421 topic
- Grasping351 topic
- Robot Learning351 topic
- Gaussian Processes212 topics
- Machine Learning212 topics
- Sparse Regression111 topic
- Variational Inference111 topic
- Active Learning101 topic
- Semi-Supervised Learning101 topic
- Bandit Optimization81 topic
- Bayesian Optimization81 topic
- Parameter Estimation81 topic
- System Identification81 topic
- Bipedal Locomotion71 topic
- Dynamic Walking71 topic
- Optimal Motion Planning71 topic
- Sampling-Based Algorithms71 topic
Where does Jan Peters work?
Jan Peters's main affiliation in the publication record is Technische Universität Darmstadt, Germany.
How many publications and citations does Jan Peters have?
Science Explorer counts 242 works and 1,358 citations for Jan Peters, ranking #87,792 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.