Robert Babuška

473 total papers · 18.9k total citations
336 papers, 12.3k citations indexed

About

Robert Babuška is a scholar working on Artificial Intelligence, Control and Systems Engineering and Computational Theory and Mathematics. According to data from OpenAlex, Robert Babuška has authored 336 papers receiving a total of 12.3k indexed citations (citations by other indexed papers that have themselves been cited), including 177 papers in Artificial Intelligence, 172 papers in Control and Systems Engineering and 34 papers in Computational Theory and Mathematics. Recurrent topics in Robert Babuška's work include Fuzzy Logic and Control Systems (73 papers), Fault Detection and Control Systems (63 papers) and Advanced Control Systems Optimization (61 papers). Robert Babuška is often cited by papers focused on Fuzzy Logic and Control Systems (73 papers), Fault Detection and Control Systems (63 papers) and Advanced Control Systems Optimization (61 papers). Robert Babuška collaborates with scholars based in Netherlands, Czechia and Belgium. Robert Babuška's co-authors include Bart De Schutter, Lucian Buşoniu, H.B. Verbruggen, Gabriel A. D. Lopes, M. Setnes, Damien Ernst, I. Grondman, K. Verbert, János Abonyi and M. Alvarez Grima and has published in prestigious journals such as SHILAP Revista de lepidopterología, Water Research and IEEE Transactions on Automatic Control.

In The Last Decade

Robert Babuška

330 papers receiving 11.8k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

A Comprehensive Survey of Multiagent Reinforcement Learning

2008 1.3k citations Lucian Buşoniu, Robert Babuška et al. IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) profile →
A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients

2012 686 citations I. Grondman, Lucian Buşoniu et al. IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) profile →
Fuzzy Modeling for Control

1998 664 citations Robert Babuška CERN Document Server (European Organization for Nuclear Research) profile →
Reinforcement Learning and Dynamic Programming Using Function Approximators

2010 631 citations Lucian Buşoniu, Robert Babuška et al. Open Repository and Bibliography (University of Liège) profile →
Deep convolutional neural networks for detection of rail surface defects

2016 252 citations Siamak Hajizadeh, Alfredo Núñez et al. Research Repository (Delft University of Technology) profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Robert Babuška	5.2k	5.0k	1.7k	1.6k	1.5k	336	12.3k
Yun Li	3.3k 0.6×	4.9k 1.0×	2.2k 1.3×	2.5k 1.6×	1.9k 1.3×	411	13.9k
Xinyu Li	3.3k 0.6×	3.1k 0.6×	1.2k 0.7×	1.3k 0.8×	890 0.6×	546	15.1k
Okyay Kaynak	10.1k 1.9×	3.5k 0.7×	2.3k 1.3×	953 0.6×	2.2k 1.4×	339	16.5k
Albert Benveniste	4.2k 0.8×	3.2k 0.6×	921 0.5×	1.8k 1.2×	1.3k 0.8×	201	11.2k
Yibing Shi	3.0k 0.6×	5.1k 1.0×	2.6k 1.6×	2.0k 1.3×	941 0.6×	101	11.8k
Radu‐Emil Precup	5.3k 1.0×	2.9k 0.6×	1.1k 0.6×	1.0k 0.6×	937 0.6×	396	9.1k
Mitsuo Gen	3.1k 0.6×	3.0k 0.6×	1.1k 0.6×	1.8k 1.1×	1.2k 0.8×	399	16.2k
Leandro dos Santos Coelho	3.0k 0.6×	5.9k 1.2×	5.3k 3.1×	2.4k 1.5×	679 0.4×	413	16.0k
Yuhui Shi	2.5k 0.5×	7.8k 1.6×	2.6k 1.5×	3.6k 2.3×	1.9k 1.2×	242	14.7k
Chunhua Yang	6.5k 1.2×	2.5k 0.5×	1.7k 1.0×	762 0.5×	1.5k 1.0×	688	13.4k

Countries citing papers authored by Robert Babuška

Since Specialization

Citations

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

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Robert Babuška

This figure shows the co-authorship network connecting the top 25 collaborators of Robert Babuška. A scholar is included among the top collaborators of Robert Babuška based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Robert Babuška. Robert Babuška is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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.

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