Sheila A. McIlraith
- Artificial Intelligence top 0.1%
- Information Systems top 0.05%
- Computer Networks and Communications top 0.5%
- Management Information Systems top 0.2%
- Computational Theory and Mathematics top 0.5%
- Co-authors
- Tran Cao SonSrini NarayananHonglei ZengDavid L. MartinKatia SycaraMark BursteinMassimo PaolucciJorge A. Baier
- Topics
- AI-based Problem Solving and Planning (67 papers)Logic, Reasoning, and Knowledge (65 papers)Semantic Web and Ontologies (40 papers)
- Partner nations
- CanadaUnited StatesChile
In The Last Decade
Sheila A. McIlraith
132 papers receiving 5.9k citations
Hit Papers
Peers
Comparison fields: 5 of 101
- Artificial Intelligence 5.0k
- Information Systems 4.3k
- Computer Networks and Communications 1.9k
- Management Information Systems 1.6k
- Computational Theory and Mathematics 625
Countries citing papers authored by Sheila A. McIlraith
This map shows the geographic impact of Sheila A. McIlraith'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 Sheila A. McIlraith with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sheila A. McIlraith more than expected).
Fields of papers citing papers by Sheila A. McIlraith
This network shows the impact of papers produced by Sheila A. McIlraith. 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 Sheila A. McIlraith. The network helps show where Sheila A. McIlraith may publish in the future.
Co-authorship network of co-authors of Sheila A. McIlraith
This figure shows the co-authorship network connecting the top 25 collaborators of Sheila A. McIlraith. A scholar is included among the top collaborators of Sheila A. McIlraith 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 Sheila A. McIlraith. Sheila A. McIlraith is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 6 | |
| 2 | 84 | |
| 3 | Learning Reward Machines for Partially Observable Reinforcement Learning | 37 |
| 4 | 44 | |
| 5 | Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning | 66 |
| 6 | Specifying Plausibility Levels for Iterated Belief Change in the Situation Calculus. | 3 |
| 7 | Strong-Cyclic Planning when Fairness is Not a Valid Assumption. | 6 |
| 8 | Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. | 53 |
| 9 | Proceedings, Thirteenth International Conference on Principles of Knowledge Representation and Reasoning | 27 |
| 10 | 13 | |
| 11 | Fast d-DNNF compilation with sharpSAT | 6 |
| 12 | HTN planning with preferences | 53 |
| 13 | Beyond classical planning: procedural control knowledge and preferences in state-of-the-art planners | 18 |
| 14 | Peer-to-peer query answering with inconsistent knowledge | 12 |
| 15 | ConGolog, Sin Trans: compiling ConGolog into basic action theories for planning and beyond | 23 |
| 16 | On planning with programs that sense | 6 |
| 17 | An ordered theory resolution calculus for hybrid reasoning in first-order extensions of description logic | 1 |
| 18 | Monitoring a complex physical system using a hybrid dynamic bayes net | 34 |
| 19 | Formulating diagnostic problem solving using an action language with narratives and sensing | 39 |
| 20 | Partition-based logical reasoning | 37 |
About Sheila A. McIlraith
Sheila A. McIlraith is a scholar working on Software, Artificial Intelligence and Computational Theory and Mathematics, having authored 140 papers that have together received 6.7k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (67 papers), Logic, Reasoning, and Knowledge (65 papers) and Semantic Web and Ontologies (40 papers). The work is most often cited by research in Information Systems (4.3k citations), Management Information Systems (1.6k citations) and Artificial Intelligence (5.0k citations). Sheila A. McIlraith has collaborated with scholars based in Canada, United States and Chile. Frequent co-authors include Tran Cao Son, Srini Narayanan, Honglei Zeng, David L. Martin, Katia Sycara, Mark Burstein, Massimo Paolucci, Jorge A. Baier, Ora Lassila and Terry R. Payne. Their work appears in journals such as Communications of the ACM, Artificial Intelligence and Computer.
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.