Martijn van Otterlo
- Artificial Intelligence top 2%
- Logic, Reasoning, and Knowledge 8
- Reinforcement Learning in Robotics 8
- AI-based Problem Solving and Planning 6
- Semantic Web and Ontologies 4
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- Geographic Information Systems Studies 3
- Signal Processing top 10%
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- Formal Methods in Verification 4
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- Constraint Satisfaction and Optimization 3
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- Ethics and Social Impacts of AI 3
- Co-authors
- Marco WieringParisa KordjamshidiLuc De RaedtMarie‐Francine MoensPlínio MorenoKristian KerstingJosé Santos-VictorIngo Thon
- Partner nations
- NetherlandsBelgiumGermany
In The Last Decade
Martijn van Otterlo
34 papers receiving 852 citations
Hit Papers
Peers
Comparison fields: 5 of 110
- Artificial Intelligence 499
- Geography, Planning and Development 67
- Control and Systems Engineering 164
- Computer Vision and Pattern Recognition 137
- Signal Processing 63
Countries citing papers authored by Martijn van Otterlo
This map shows the geographic impact of Martijn van Otterlo'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 Martijn van Otterlo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martijn van Otterlo more than expected).
Fields of papers citing papers by Martijn van Otterlo
This network shows the impact of papers produced by Martijn van Otterlo. 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 Martijn van Otterlo. The network helps show where Martijn van Otterlo may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Martijn van Otterlo, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2014 | 15 | |
| 2 | Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication | 2013 | 2 |
| 3 | 2013 | 10 | |
| 4 | 2013 | 11 | |
| 5 | Markov Decision Processes: Concepts and Algorithms | 2012 | 6 |
| 6 | 2012 | 3 | |
| 7 | Reinforcement Learningbreakdown → | 2012 | 459 |
| 8 | Spatial relation extraction using relational learning | 2011 | 4 |
| 9 | Machine learning for interpretation of spatial natural language in terms of QSR | 2011 | 7 |
| 10 | 2011 | 85 | |
| 11 | Spatial Role Labeling: Task Definition and Annotation Scheme | 2010 | 46 |
| 12 | The logic of adaptive behavior: knowledge representation and algorithms for adaptive sequential decision making under uncertainty in first-order and relational domains | 2009 | 22 |
| 13 | 2009 | 4 | |
| 14 | Probabilistic logical sequence learning for video | 2009 | 5 |
| 15 | 2009 | 3 | |
| 16 | Reinforcement Learning for Relational MDPs | 2004 | 8 |
| 17 | 2004 | 1 | |
| 18 | Bellman goes Relational (extended abstract) | 2004 | 1 |
| 19 | 2004 | 54 | |
| 20 | Efficient Reinforcement Learning using Relational Aggregation | 2003 | 3 |
About Martijn van Otterlo
Martijn van Otterlo is a scholar working on Artificial Intelligence, Geography, Planning and Development and Signal Processing, having authored 34 papers that have together received 899 indexed citations. Recurring topics across this work include Logic, Reasoning, and Knowledge (8 papers), Reinforcement Learning in Robotics (8 papers), AI-based Problem Solving and Planning (6 papers), Semantic Web and Ontologies (4 papers), Formal Methods in Verification (4 papers), Constraint Satisfaction and Optimization (3 papers), Ethics and Social Impacts of AI (3 papers) and Geographic Information Systems Studies (3 papers). The work is most often cited by research in Artificial Intelligence (499 citations), Geography, Planning and Development (67 citations) and Control and Systems Engineering (164 citations). Martijn van Otterlo has collaborated with scholars based in Netherlands, Belgium and Germany. Frequent co-authors include Marco Wiering, Parisa Kordjamshidi, Luc De Raedt, Marie‐Francine Moens, Plínio Moreno, Kristian Kersting, José Santos-Victor, Ingo Thon, Guy Van den Broeck and Heriberto Cuayáhuitl. Their work appears in journals such as Neurocomputing, Journal of Algorithms, Neuroscience Research, Surveillance & Society and University of Groningen research database (University of Groningen / Centre for Information Technology).
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.