Torsten Koller

455 total citations
6 papers, 205 citations indexed

About

Torsten Koller is a scholar working on Control and Systems Engineering, Artificial Intelligence and Social Psychology. According to data from OpenAlex, Torsten Koller has authored 6 papers receiving a total of 205 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Control and Systems Engineering, 3 papers in Artificial Intelligence and 1 paper in Social Psychology. Recurrent topics in Torsten Koller's work include Advanced Control Systems Optimization (3 papers), Control Systems and Identification (2 papers) and Reinforcement Learning in Robotics (2 papers). Torsten Koller is often cited by papers focused on Advanced Control Systems Optimization (3 papers), Control Systems and Identification (2 papers) and Reinforcement Learning in Robotics (2 papers). Torsten Koller collaborates with scholars based in Germany and Switzerland. Torsten Koller's co-authors include Matteo Turchetta, Felix Berkenkamp, Andreas Krause, Wolfram Burgard, Joschka Boedecker, Jan Peters, Bastian Bischoff, David S. Fischer, Péter Engelmann and Hans Müller‐Steinhagen and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IFAC-PapersOnLine and elib (German Aerospace Center).

In The Last Decade

Torsten Koller

6 papers receiving 195 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Torsten Koller Germany	4	136	85	27	27	21	6	205
N.M. Filatov Germany	7	260 1.9×	58 0.7×	9 0.3×	15 0.6×	17 0.8×	25	304
Scott Fujimoto Canada	3	51 0.4×	114 1.3×	25 0.9×	36 1.3×	23 1.1×	6	191
Chen Tessler Israel	5	33 0.2×	104 1.2×	10 0.4×	39 1.4×	12 0.6×	10	165
Mark Koren United States	3	55 0.4×	65 0.8×	108 4.0×	17 0.6×	27 1.3×	3	181
Riad Akrour Germany	8	56 0.4×	93 1.1×	3 0.1×	28 1.0×	13 0.6×	13	139
D. Misir United States	5	262 1.9×	154 1.8×	14 0.5×	14 0.5×	7 0.3×	8	313
Tobia Marcucci United States	8	111 0.8×	35 0.4×	21 0.8×	125 4.6×	11 0.5×	10	205
Clemens Wiltsche United Kingdom	6	32 0.2×	45 0.5×	11 0.4×	24 0.9×	45 2.1×	6	135
Deirdre Quillen United States	3	72 0.5×	118 1.4×	5 0.2×	46 1.7×	7 0.3×	3	173
James Tu Canada	4	30 0.2×	55 0.6×	87 3.2×	36 1.3×	6 0.3×	7	173

Countries citing papers authored by Torsten Koller

Since Specialization

Citations

This map shows the geographic impact of Torsten Koller'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 Torsten Koller with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Torsten Koller more than expected).

Fields of papers citing papers by Torsten Koller

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Torsten Koller. 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 Torsten Koller. The network helps show where Torsten Koller may publish in the future.

Co-authorship network of co-authors of Torsten Koller

This figure shows the co-authorship network connecting the top 25 collaborators of Torsten Koller. A scholar is included among the top collaborators of Torsten Koller 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 Torsten Koller. Torsten Koller is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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6 of 6 papers shown

1.

Koller, Torsten, et al.. (2020). Learning Human-Aware Robot Navigation from Physical Interaction via Inverse Reinforcement Learning. 11025–11031. 22 indexed citations

2.

Koller, Torsten, et al.. (2020). Hardware-in-the-loop test of learning-based controllers for grid-supportive building heating operation. IFAC-PapersOnLine. 53(2). 17107–17112. 3 indexed citations

3.

Koller, Torsten, et al.. (2019). Learning-based Model Predictive Control for Safe Reinforcement Learning. 1 indexed citations

4.

Bischoff, Bastian, et al.. (2018). Numerical Quadrature for Probabilistic Policy Search. IEEE Transactions on Pattern Analysis and Machine Intelligence. 42(1). 164–175. 7 indexed citations

5.

Koller, Torsten, Felix Berkenkamp, Matteo Turchetta, & Andreas Krause. (2018). Learning-Based Model Predictive Control for Safe Exploration. 6059–6066. 171 indexed citations

6.

Koller, Torsten, et al.. (2008). Design and operation of a small ice store. elib (German Aerospace Center). 1 indexed citations

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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