Ronald Ortner
Impact in
-
- Advanced Bandit Algorithms Research
- Auction Theory and Applications
- Artificial Intelligence top 5%
- Reinforcement Learning in Robotics
- Machine Learning and Algorithms
- Data Stream Mining Techniques
- Evolutionary Algorithms and Applications
Papers in
-
- Reinforcement Learning in Robotics 12
- Machine Learning and Algorithms 5
-
- Advanced Bandit Algorithms Research 13
- Co-authors
- Peter Auer (11 shared papers)Wolfgang Woess (1 shared paper)Pratik Gajane (3 shared papers)Sandra Zilles (2 shared papers)Hans Ulrich Simon (2 shared papers)François Laviolette (1 shared paper)Chao-Kai Chiang (1 shared paper)Mădălina M. Drugan (1 shared paper)
- Journals
- Theoretical Computer Science (2 papers)Minds and Machines (2 papers)Operations Research Letters (1 paper)European Journal of Combinatorics (1 paper)Canadian Journal of Mathematics (1 paper)
- Partner nations
- AustriaUnited StatesGermany
In The Last Decade
Ronald Ortner
24 papers receiving 476 citations
Peers
Comparison fields: 5 of 65
- Management Science and Operations Research 303
- Artificial Intelligence 361
- Computer Networks and Communications 106
- Computational Theory and Mathematics 53
- General Decision Sciences 6
Countries citing papers authored by Ronald Ortner
This map shows the geographic impact of Ronald Ortner'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 Ronald Ortner with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ronald Ortner more than expected).
Fields of papers citing papers by Ronald Ortner
This network shows the impact of papers produced by Ronald Ortner. 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 Ronald Ortner. The network helps show where Ronald Ortner may publish in the future.
Co-authors
The 23 scholars most cited alongside Ronald Ortner, 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 28 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Near-optimal Regret Bounds for Reinforcement Learning | 2010 | 200 |
| 2 | 2010 | 112 | |
| 3 | Near-optimal Regret Bounds for Reinforcement Learning | 2008 | 59 |
| 4 | PAC-Bayesian Analysis of Contextual Bandits | 2011 | 19 |
| 5 | Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes | 2019 | 19 |
| 6 | 2007 | 18 | |
| 7 | Pareto Front Identification from Stochastic Bandit Feedback | 2016 | 14 |
| 8 | 2016 | 12 | |
| 9 | 2012 | 12 | |
| 10 | 2014 | 9 | |
| 11 | 2010 | 7 | |
| 12 | 2006 | 6 | |
| 13 | Variational Regret Bounds for Reinforcement Learning | 2019 | 5 |
| 14 | 2020 | 5 | |
| 15 | 2022 | 4 | |
| 16 | Algorithmic Learning Theory: 27th International Conference, ALT 2016 Bari, Italy, October 19-21, 2016 Proceedings | 2016 | 3 |
| 17 | 2010 | 2 | |
| 18 | An arrangement of pseudocircles not realizable with circles | 2005 | 2 |
| 19 | 2008 | 2 | |
| 20 | 2022 | 1 |
About Ronald Ortner
Ronald Ortner is a scholar working on Artificial Intelligence, Management Science and Operations Research, Computer Networks and Communications, Electrical and Electronic Engineering and Computational Theory and Mathematics, having authored 28 papers that have together received 516 indexed citations. Recurring topics across this work include Advanced Bandit Algorithms Research (13 papers), Reinforcement Learning in Robotics (12 papers), Machine Learning and Algorithms (5 papers), Optimization and Search Problems (3 papers), Smart Grid Energy Management (3 papers), Computational Geometry and Mesh Generation (2 papers), Advanced Graph Theory Research (2 papers) and Distributed Sensor Networks and Detection Algorithms (1 paper). The work is most often cited by research in Management Science and Operations Research (303 citations), Artificial Intelligence (361 citations), Computer Networks and Communications (106 citations), Computational Theory and Mathematics (53 citations) and General Decision Sciences (6 citations). Ronald Ortner has collaborated with scholars based in Austria, United States and Germany. Frequent co-authors include Peter Auer, Wolfgang Woess, Pratik Gajane, Sandra Zilles, Hans Ulrich Simon, François Laviolette, Chao-Kai Chiang, Mădălina M. Drugan, Yevgeny Seldin and John Shawe‐Taylor. Their work appears in journals such as Theoretical Computer Science, Minds and Machines, Operations Research Letters, European Journal of Combinatorics and Canadian Journal of Mathematics.
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.