Prashan Madumal
- Artificial Intelligence top 10%
- Safety Research
- Computer Vision and Pattern Recognition
- Health Informatics top 10%
- Information Systems and Management
- Topics
- Explainable Artificial Intelligence (XAI) (5 papers)Indoor and Outdoor Localization Technologies (1 paper)Gaze Tracking and Assistive Technology (1 paper)
- Journals
- Minerva Access (University of Melbourne)arXiv (Cornell University)Proceedings of the AAAI Conference on Artificial Intelligence
In The Last Decade
Prashan Madumal
6 papers receiving 178 citations
Peers
Comparison fields: 5 of 49
- Artificial Intelligence 155
- Safety Research 22
- Computer Vision and Pattern Recognition 16
- Health Informatics 14
- Information Systems and Management 13
Countries citing papers authored by Prashan Madumal
This map shows the geographic impact of Prashan Madumal'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 Prashan Madumal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Prashan Madumal more than expected).
Fields of papers citing papers by Prashan Madumal
This network shows the impact of papers produced by Prashan Madumal. 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 Prashan Madumal. The network helps show where Prashan Madumal may publish in the future.
Co-authorship network of co-authors of Prashan Madumal
This figure shows the co-authorship network connecting the top 25 collaborators of Prashan Madumal. A scholar is included among the top collaborators of Prashan Madumal 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 Prashan Madumal. Prashan Madumal is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | Explainable Reinforcement Learning Through a Causal Lens | 138 |
| 2 | 18 | |
| 3 | 0 | |
| 4 | 2 | |
| 5 | 21 | |
| 6 | 4 | |
| 7 | 3 |
About Prashan Madumal
Prashan Madumal is a scholar working on Human-Computer Interaction, Artificial Intelligence and Information Systems and Management, having authored 7 papers that have together received 186 indexed citations. Recurring topics across this work include Explainable Artificial Intelligence (XAI) (5 papers), Indoor and Outdoor Localization Technologies (1 paper) and Gaze Tracking and Assistive Technology (1 paper). The work is most often cited by research in Health Informatics (14 citations), Artificial Intelligence (155 citations) and Safety Research (22 citations). Prashan Madumal has collaborated with scholars based in Australia and Sri Lanka. Frequent co-authors include Tim Miller, Frank Vetere, Liz Sonenberg, Krista A. Ehinger, Benjamin I. P. Rubinstein and Joshua Newn. Their work appears in journals such as Minerva Access (University of Melbourne), arXiv (Cornell University) and Proceedings of the AAAI Conference on Artificial Intelligence.
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.