Stefan Witwicki

608 total citations
27 papers, 349 citations indexed

About

Stefan Witwicki is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Vision and Pattern Recognition. According to data from OpenAlex, Stefan Witwicki has authored 27 papers receiving a total of 349 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 10 papers in Management Science and Operations Research and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Stefan Witwicki's work include Reinforcement Learning in Robotics (9 papers), Auction Theory and Applications (9 papers) and Logic, Reasoning, and Knowledge (8 papers). Stefan Witwicki is often cited by papers focused on Reinforcement Learning in Robotics (9 papers), Auction Theory and Applications (9 papers) and Logic, Reasoning, and Knowledge (8 papers). Stefan Witwicki collaborates with scholars based in United States, Switzerland and Netherlands. Stefan Witwicki's co-authors include Edmund H. Durfee, Francesco Mondada, Shlomo Zilberstein, Frans A. Oliehoek, Francisco S. Melo, Jesús Capitán, Matthijs T. J. Spaan, Leslie Pack Kaelbling, Pedro U. Lima and José Carlos Castillo and has published in prestigious journals such as Sensors, Artificial Intelligence and IEEE Robotics & Automation Magazine.

In The Last Decade

Stefan Witwicki

26 papers receiving 331 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Stefan Witwicki United States 11 159 67 64 62 59 27 349
Georgios C. Chasparis Austria 12 67 0.4× 62 0.9× 36 0.6× 73 1.2× 62 1.1× 44 404
Poj Tangamchit Thailand 10 94 0.6× 65 1.0× 78 1.2× 35 0.6× 76 1.3× 35 360
Wojciech Turek Poland 9 75 0.5× 31 0.5× 51 0.8× 86 1.4× 13 0.2× 51 225
Theja Tulabandhula United States 10 93 0.6× 45 0.7× 80 1.3× 33 0.5× 16 0.3× 38 354
Lawrence Mandow Spain 10 48 0.3× 52 0.8× 69 1.1× 34 0.5× 13 0.2× 18 297
Shuxin Ding China 11 50 0.3× 19 0.3× 36 0.6× 61 1.0× 38 0.6× 40 322
Richard Liaw United States 7 113 0.7× 19 0.3× 45 0.7× 67 1.1× 17 0.3× 10 264
Ankit Shah United States 13 135 0.8× 33 0.5× 85 1.3× 222 3.6× 14 0.2× 36 452
Volodymyr Turchenko Ukraine 11 146 0.9× 19 0.3× 84 1.3× 100 1.6× 32 0.5× 39 340
Yanli Shao China 10 76 0.5× 34 0.5× 78 1.2× 16 0.3× 18 0.3× 34 297

Countries citing papers authored by Stefan Witwicki

Since Specialization
Citations

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

Fields of papers citing papers by Stefan Witwicki

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stefan Witwicki

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

All Works

20 of 20 papers shown
1.
Witwicki, Stefan, et al.. (2022). Competence-aware systems. Artificial Intelligence. 316. 103844–103844. 4 indexed citations
2.
Witwicki, Stefan, et al.. (2021). POMDPs for Safe Visibility Reasoning in Autonomous Vehicles. 191–195. 14 indexed citations
3.
Oliehoek, Frans A., Stefan Witwicki, & Leslie Pack Kaelbling. (2021). Influence-Based Abstraction for Multiagent Systems. Proceedings of the AAAI Conference on Artificial Intelligence. 26(1). 1422–1428. 7 indexed citations
4.
Witwicki, Stefan, et al.. (2021). Improving Competence via Iterative State Space Refinement. 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 1865–1871. 2 indexed citations
5.
Witwicki, Stefan, et al.. (2019). Belief Space Metareasoning for Exception Recovery. 1224–1229. 12 indexed citations
6.
Witwicki, Stefan, et al.. (2017). Online Decision-Making for Scalable Autonomous Systems. 4768–4774. 27 indexed citations
7.
Durfee, Edmund H., et al.. (2016). Commitment semantics for sequential decision making under reward uncertainty. International Joint Conference on Artificial Intelligence. 3315–3321. 6 indexed citations
8.
Witwicki, Stefan. (2016). Abstracting Influences for Efficient Multiagent Coordination Under Uncertainty. Deep Blue (University of Michigan). 3 indexed citations
9.
Oliehoek, Frans A., Matthijs T. J. Spaan, & Stefan Witwicki. (2015). Influence-Optimistic Local Values for Multiagent Planning. Adaptive Agents and Multi-Agents Systems. 1703–1704. 3 indexed citations
10.
Oliehoek, Frans A., Matthijs T. J. Spaan, & Stefan Witwicki. (2015). Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions. UvA-DARE (University of Amsterdam). 1645–1651. 4 indexed citations
11.
Witwicki, Stefan, et al.. (2015). Are Autonomous Mobile Robots Able to Take Over Construction? A Review. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 4(3). 10–21. 38 indexed citations
12.
Witwicki, Stefan, et al.. (2015). Autonomous Construction of Separated Artifacts by Mobile Robots Using SLAM and Stigmergy. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 5 indexed citations
13.
Witwicki, Stefan, et al.. (2012). Planning and evaluating multiagent influences under reward uncertainty. Adaptive Agents and Multi-Agents Systems. 1277–1278. 1 indexed citations
14.
Melo, Francisco S., Matthijs T. J. Spaan, & Stefan Witwicki. (2012). Exploiting Sparse Interactions for Optimizing Communication in Dec-MDPs. 2 indexed citations
15.
Witwicki, Stefan & Edmund H. Durfee. (2011). Towards a unifying characterization for quantifying weak coupling in dec-POMDPs. Adaptive Agents and Multi-Agents Systems. 29–36. 11 indexed citations
16.
Witwicki, Stefan & Edmund H. Durfee. (2010). From policies to influences: a framework for nonlocal abstraction in transition-dependent Dec-POMDP agents. Adaptive Agents and Multi-Agents Systems. 1397–1398. 2 indexed citations
17.
Witwicki, Stefan & Edmund H. Durfee. (2010). Influence-Based Policy Abstraction for Weakly-Coupled Dec-POMDPs. Proceedings of the International Conference on Automated Planning and Scheduling. 20. 185–192. 53 indexed citations
18.
Witwicki, Stefan & Edmund H. Durfee. (2009). Flexible approximation of structured interactions in decentralized Markov decision processes. Adaptive Agents and Multi-Agents Systems. 1251–1252. 4 indexed citations
19.
Witwicki, Stefan & Edmund H. Durfee. (2009). Flexible Approximation of Structured Interactions in Decentralized Markov Decision Processes (Extended Abstract).
20.
Witwicki, Stefan & Edmund H. Durfee. (2009). Commitment-based service coordination. 3(1). 59–59. 13 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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