Aurelia Guy
Impact in
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- Reinforcement Learning in Robotics
- Evolutionary Algorithms and Applications
- Stochastic Gradient Optimization Techniques
- Metaheuristic Optimization Algorithms Research
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- Adaptive Dynamic Programming Control
Papers in
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- Reinforcement Learning in Robotics 1
- Evolutionary Algorithms and Applications 1
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- Adaptive Dynamic Programming Control 1
- Co-authors
- Horia Mania (1 shared paper)Benjamin Recht (1 shared paper)Trevor Cai (1 shared paper)Simon Osindero (1 shared paper)Johannes Welbl (1 shared paper)Laurent Sifre (1 shared paper)Erich Elsen (1 shared paper)Karen Simonyan (1 shared paper)
- Journals
- Neural Information Processing Systems (1 paper)
- Partner nations
- United States
In The Last Decade
Aurelia Guy
2 papers receiving 64 citations
Peers
Comparison fields: 5 of 24
- Artificial Intelligence 43
- Computational Theory and Mathematics 14
- Control and Systems Engineering 13
- Management Science and Operations Research 6
- Numerical Analysis 2
Countries citing papers authored by Aurelia Guy
This map shows the geographic impact of Aurelia Guy'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 Aurelia Guy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aurelia Guy more than expected).
Fields of papers citing papers by Aurelia Guy
This network shows the impact of papers produced by Aurelia Guy. 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 Aurelia Guy. The network helps show where Aurelia Guy may publish in the future.
Co-authors
The 11 scholars most cited alongside Aurelia Guy, 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 | Simple random search of static linear policies is competitive for reinforcement learning | 2018 | 62 |
| 2 | 2022 | 4 |
About Aurelia Guy
Aurelia Guy is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Infectious Diseases, Organic Chemistry and Surgery, having authored 2 papers that have together received 66 indexed citations. Recurring topics across this work include Adaptive Dynamic Programming Control (1 paper), Reinforcement Learning in Robotics (1 paper) and Evolutionary Algorithms and Applications (1 paper). The work is most often cited by research in Artificial Intelligence (43 citations), Computational Theory and Mathematics (14 citations), Control and Systems Engineering (13 citations), Management Science and Operations Research (6 citations) and Numerical Analysis (2 citations). Aurelia Guy has collaborated with scholars based in United States. Frequent co-authors include Horia Mania, Benjamin Recht, Trevor Cai, Simon Osindero, Johannes Welbl, Laurent Sifre, Erich Elsen, Karen Simonyan, Oriol Vinyals and Sebastian Borgeaud. Their work appears in journals such as Neural Information Processing Systems.
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.