Robert Babuška
Impact in
- Control and Systems Engineering top 0.05%
- Fault Detection and Control Systems
- Advanced Control Systems Optimization
- Adaptive Control of Nonlinear Systems
- Artificial Intelligence top 0.1%
- Fuzzy Logic and Control Systems
- Reinforcement Learning in Robotics
- Neural Networks and Applications
Papers in
-
- Fault Detection and Control Systems 69
- Advanced Control Systems Optimization 68
- Control Systems and Identification 27
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- Fuzzy Logic and Control Systems 99
- Reinforcement Learning in Robotics 69
- Neural Networks and Applications 49
- Evolutionary Algorithms and Applications 30
- Co-authors
- Bart De Schutter (73 shared papers)Lucian Buşoniu (31 shared papers)H.B. Verbruggen (47 shared papers)Gabriel A. D. Lopes (26 shared papers)MAGNE SETNES (15 shared papers)I. Grondman (8 shared papers)K. Verbert (9 shared papers)János Abonyi (13 shared papers)
- Journals
- Control Engineering Practice (11 papers)Engineering Applications of Artificial Intelligence (10 papers)IEEE Transactions on Fuzzy Systems (8 papers)Automatica (6 papers)IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) (6 papers)
- Partner nations
- NetherlandsCzechiaFrance
In The Last Decade
Robert Babuška
372 papers receiving 13.6k citations
Robert Babuška's Hit Papers
Peers
Comparison fields: 5 of 188
- Control and Systems Engineering 5.7k
- Artificial Intelligence 5.9k
- Computational Theory and Mathematics 1.7k
- Computer Networks and Communications 1.8k
- Management Science and Operations Research 836
Countries citing papers authored by Robert Babuška
This map shows the geographic impact of Robert Babuška'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 Robert Babuška with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert Babuška more than expected).
Fields of papers citing papers by Robert Babuška
This network shows the impact of papers produced by Robert Babuška. 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 Robert Babuška. The network helps show where Robert Babuška may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert Babuška, 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 376 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Comprehensive Survey of Multiagent Reinforcement Learning Hit paper breakdown → | 2008 | 1534 |
| 2 | A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients Hit paper breakdown → | 2012 | 780 |
| 3 | Fuzzy Modeling for Control Hit paper breakdown → | 1998 | 777 |
| 4 | Multi-agent Reinforcement Learning: An Overview Hit paper breakdown → | 2010 | 555 |
| 5 | 1998 | 418 | |
| 6 | 2005 | 345 | |
| 7 | 1999 | 319 | |
| 8 | Deep convolutional neural networks for detection of rail surface defects Hit paper breakdown → | 2016 | 288 |
| 9 | 2010 | 283 | |
| 10 | Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks Hit paper breakdown → | 2016 | 266 |
| 11 | 2016 | 261 | |
| 12 | 1998 | 250 | |
| 13 | 2003 | 249 | |
| 14 | 2002 | 244 | |
| 15 | 2014 | 229 | |
| 16 | 1996 | 221 | |
| 17 | 2011 | 187 | |
| 18 | 2016 | 163 | |
| 19 | 2004 | 116 | |
| 20 | 1997 | 111 |
About Robert Babuška
Robert Babuška is a scholar working on Control and Systems Engineering, Artificial Intelligence, Computational Theory and Mathematics, Management Science and Operations Research and Statistics and Probability, having authored 376 papers that have together received 14.1k indexed citations. Recurring topics across this work include Fuzzy Logic and Control Systems (99 papers), Fault Detection and Control Systems (69 papers), Reinforcement Learning in Robotics (69 papers), Advanced Control Systems Optimization (68 papers), Neural Networks and Applications (49 papers), Evolutionary Algorithms and Applications (30 papers), Control Systems and Identification (27 papers) and Adaptive Dynamic Programming Control (25 papers). The work is most often cited by research in Control and Systems Engineering (5.7k citations), Artificial Intelligence (5.9k citations), Computational Theory and Mathematics (1.7k citations), Computer Networks and Communications (1.8k citations) and Management Science and Operations Research (836 citations). Robert Babuška has collaborated with scholars based in Netherlands, Czechia and France. Frequent co-authors include Bart De Schutter, Lucian Buşoniu, H.B. Verbruggen, Gabriel A. D. Lopes, MAGNE SETNES, I. Grondman, K. Verbert, János Abonyi, Uzay Kaymak and Mario Alvarez Grima. Their work appears in journals such as Control Engineering Practice, Engineering Applications of Artificial Intelligence, IEEE Transactions on Fuzzy Systems, Automatica and IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).
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.