Andrew Silva
Impact in
- Health Informatics top 10%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 10%
- Explainable Artificial Intelligence (XAI)
- Reinforcement Learning in Robotics
- Topic Modeling
Papers in
-
- Reinforcement Learning in Robotics 6
- Explainable Artificial Intelligence (XAI) 6
- Topic Modeling 4
- Artificial Intelligence in Games 2
- Machine Learning and Data Classification 2
- Natural Language Processing Techniques 1
- Co-authors
- Matthew Gombolay (13 shared papers)Nakul Gopalan (4 shared papers)Pradyumna Tambwekar (4 shared papers)Mariah Schrum (3 shared papers)Siddhartha Banerjee (1 shared paper)Sonia Chernova (2 shared papers)Grace Gombolay (1 shared paper)Megha Srivastava (1 shared paper)
- Journals
- IEEE Robotics and Automation Letters (2 papers)Journal of Vision (1 paper)International Journal of Human-Computer Interaction (1 paper)Autonomous Agents and Multi-Agent Systems (1 paper)Annals of Clinical and Translational Neurology (1 paper)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Andrew Silva
16 papers receiving 199 citations
Peers
Comparison fields: 5 of 60
- Health Informatics 16
- Artificial Intelligence 128
- Safety Research 22
- Social Psychology 36
- Computer Vision and Pattern Recognition 25
Countries citing papers authored by Andrew Silva
This map shows the geographic impact of Andrew Silva'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 Andrew Silva with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrew Silva more than expected).
Fields of papers citing papers by Andrew Silva
This network shows the impact of papers produced by Andrew Silva. 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 Andrew Silva. The network helps show where Andrew Silva may publish in the future.
Co-authors
The 17 scholars most cited alongside Andrew Silva, 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 | 2022 | 50 | |
| 2 | 2021 | 32 | |
| 3 | 2022 | 30 | |
| 4 | 2021 | 21 | |
| 5 | Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning | 2020 | 18 |
| 6 | 2021 | 14 | |
| 7 | 2018 | 11 | |
| 8 | 2022 | 9 | |
| 9 | 2024 | 6 | |
| 10 | 2024 | 5 | |
| 11 | 2023 | 4 | |
| 12 | ProLoNets: Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning. | 2019 | 3 |
| 13 | 2019 | 1 | |
| 14 | Personalized Apprenticeship Learning from Heterogeneous Decision-Makers. | 2019 | 1 |
| 15 | 2023 | 1 | |
| 16 | 2025 | 1 | |
| 17 | 2025 | 0 |
About Andrew Silva
Andrew Silva is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Safety Research and Family Practice, having authored 17 papers that have together received 207 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (6 papers), Explainable Artificial Intelligence (XAI) (6 papers), Topic Modeling (4 papers), Artificial Intelligence in Games (2 papers), Ethics and Social Impacts of AI (2 papers), Machine Learning and Data Classification (2 papers), Natural Language Processing Techniques (1 paper) and Personal Information Management and User Behavior (1 paper). The work is most often cited by research in Health Informatics (16 citations), Artificial Intelligence (128 citations), Safety Research (22 citations), Social Psychology (36 citations) and Computer Vision and Pattern Recognition (25 citations). Andrew Silva has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Matthew Gombolay, Nakul Gopalan, Pradyumna Tambwekar, Mariah Schrum, Siddhartha Banerjee, Sonia Chernova, Grace Gombolay, Megha Srivastava, D. A. Pushin and Guy Rosman. Their work appears in journals such as IEEE Robotics and Automation Letters, Journal of Vision, International Journal of Human-Computer Interaction, Autonomous Agents and Multi-Agent Systems and Annals of Clinical and Translational Neurology.
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.