Gerhard Neumann
Impact in
- Control and Systems Engineering top 0.5%
- Robot Manipulation and Learning
- Robotic Mechanisms and Dynamics
- Artificial Intelligence top 0.5%
- Reinforcement Learning in Robotics
Papers in
-
- Reinforcement Learning in Robotics 68
- Gaussian Processes and Bayesian Inference 13
- Machine Learning and Algorithms 11
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- Robot Manipulation and Learning 63
- Co-authors
- Jan Peters (59 shared papers)Willard J. Pierson (6 shared papers)Christian Daniel (10 shared papers)C. Tuijn (11 shared papers)Alexandros Paraschos (10 shared papers)Oliver Kroemer (7 shared papers)Rudolf Lioutikov (15 shared papers)Guilherme Maeda (11 shared papers)
- Journals
- IEEE Robotics and Automation Letters (10 papers)Ocean Dynamics (7 papers)Lung (7 papers)Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum (7 papers)Journal of Machine Learning Research (5 papers)
- Partner nations
- GermanyUnited KingdomUnited States
In The Last Decade
Gerhard Neumann
230 papers receiving 4.5k citations
Gerhard Neumann's Hit Papers
Peers
Comparison fields: 5 of 170
- Control and Systems Engineering 2.0k
- Artificial Intelligence 1.6k
- Oceanography 594
- Computer Vision and Pattern Recognition 769
- Earth-Surface Processes 230
Countries citing papers authored by Gerhard Neumann
This map shows the geographic impact of Gerhard Neumann's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gerhard Neumann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gerhard Neumann more than expected).
Fields of papers citing papers by Gerhard Neumann
This network shows the impact of papers produced by Gerhard Neumann. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gerhard Neumann. The network helps show where Gerhard Neumann may publish in the future.
Co-authors
The 25 scholars most cited alongside Gerhard Neumann, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 267 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Principles of Physical Oceanography Hit paper breakdown → | 1966 | 508 |
| 2 | Self-diffusion and Impurity Diffusion in Pure Metals: Handbook of Experimental Data | 2008 | 280 |
| 3 | Probabilistic Movement Primitives | 2013 | 275 |
| 4 | 2018 | 233 | |
| 5 | 2018 | 176 | |
| 6 | 2014 | 144 | |
| 7 | 2016 | 140 | |
| 8 | 2017 | 139 | |
| 9 | Practical methods for observing and forecasting ocean waves by means of wave spectra and statistics | 1958 | 124 |
| 10 | 2018 | 114 | |
| 11 | 2015 | 102 | |
| 12 | 2018 | 79 | |
| 13 | Hierarchical Relative Entropy Policy Search | 2014 | 77 |
| 14 | Policy evaluation with temporal differences: a survey and comparison | 2014 | 76 |
| 15 | On ocean wave spectra and a new method of forecasting wind generated sea | 1953 | 71 |
| 16 | 2015 | 68 | |
| 17 | 2015 | 64 | |
| 18 | 2014 | 64 | |
| 19 | 2017 | 62 | |
| 20 | 2013 | 60 |
About Gerhard Neumann
Gerhard Neumann is a scholar working on Artificial Intelligence, Control and Systems Engineering, Biomedical Engineering, Mechanical Engineering and Literature and Literary Theory, having authored 267 papers that have together received 4.9k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (68 papers), Robot Manipulation and Learning (63 papers), German Literature and Culture Studies (23 papers), Gaussian Processes and Bayesian Inference (13 papers), Robotic Path Planning Algorithms (13 papers), Soft Robotics and Applications (12 papers), Machine Learning and Algorithms (11 papers) and Oceanographic and Atmospheric Processes (11 papers). The work is most often cited by research in Control and Systems Engineering (2.0k citations), Artificial Intelligence (1.6k citations), Oceanography (594 citations), Computer Vision and Pattern Recognition (769 citations) and Earth-Surface Processes (230 citations). Gerhard Neumann has collaborated with scholars based in Germany, United Kingdom and United States. Frequent co-authors include Jan Peters, Willard J. Pierson, Christian Daniel, C. Tuijn, Alexandros Paraschos, Oliver Kroemer, Rudolf Lioutikov, Guilherme Maeda, Takayuki Osa and Joni Pajarinen. Their work appears in journals such as IEEE Robotics and Automation Letters, Ocean Dynamics, Lung, Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum and Journal of Machine Learning Research.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.