David Abel
Impact in
- Astronomy and Astrophysics top 10%
- Origins and Evolution of Life
- Safety Research top 10%
- Ethics and Social Impacts of AI
Papers in
-
- Reinforcement Learning in Robotics 14
- Evolutionary Algorithms and Applications 5
- AI-based Problem Solving and Planning 3
-
- Origins and Evolution of Life 10
- Co-authors
- J. T. Trevors (4 shared papers)Michael L. Littman (14 shared papers)James MacGlashan (3 shared papers)Mark K. Ho (4 shared papers)Thomas L. Griffiths (3 shared papers)Jonathan D. Cohen (2 shared papers)David Chiu (1 shared paper)Kavosh Asadi (2 shared papers)
- Journals
- Theoretical Biology and Medical Modelling (4 papers)Frontiers in Genetics (1 paper)Current Opinion in Behavioral Sciences (1 paper)Annals of the Entomological Society of America (1 paper)Physics of Life Reviews (1 paper)
- Partner nations
- United StatesCanadaMexico
In The Last Decade
David Abel
41 papers receiving 504 citations
Peers
Comparison fields: 5 of 108
- Astronomy and Astrophysics 160
- Safety Research 48
- Artificial Intelligence 174
- General Decision Sciences 8
- History and Philosophy of Science 18
Countries citing papers authored by David Abel
This map shows the geographic impact of David Abel'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 David Abel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Abel more than expected).
Fields of papers citing papers by David Abel
This network shows the impact of papers produced by David Abel. 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 David Abel. The network helps show where David Abel may publish in the future.
Co-authors
The 25 scholars most cited alongside David Abel, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 43 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2006 | 72 | |
| 2 | 2022 | 52 | |
| 3 | 2004 | 49 | |
| 4 | Reinforcement Learning as a Framework for Ethical Decision Making | 2016 | 49 |
| 5 | 2005 | 37 | |
| 6 | State Abstractions for Lifelong Reinforcement Learning | 2018 | 34 |
| 7 | 2007 | 24 | |
| 8 | 2009 | 23 | |
| 9 | Policy and Value Transfer in Lifelong Reinforcement Learning | 2018 | 20 |
| 10 | 2019 | 18 | |
| 11 | 2008 | 18 | |
| 12 | 2019 | 17 | |
| 13 | 2011 | 15 | |
| 14 | 2009 | 15 | |
| 15 | 2021 | 13 | |
| 16 | 2019 | 11 | |
| 17 | 2015 | 11 | |
| 18 | 2014 | 11 | |
| 19 | 2010 | 11 | |
| 20 | 2004 | 10 |
About David Abel
David Abel is a scholar working on Artificial Intelligence, Astronomy and Astrophysics, Management Science and Operations Research, Computational Theory and Mathematics and Molecular Biology, having authored 43 papers that have together received 589 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (14 papers), Origins and Evolution of Life (10 papers), Evolutionary Algorithms and Applications (5 papers), Advanced Bandit Algorithms Research (5 papers), RNA and protein synthesis mechanisms (3 papers), AI-based Problem Solving and Planning (3 papers), Fractal and DNA sequence analysis (3 papers) and Computability, Logic, AI Algorithms (2 papers). The work is most often cited by research in Astronomy and Astrophysics (160 citations), Safety Research (48 citations), Artificial Intelligence (174 citations), General Decision Sciences (8 citations) and History and Philosophy of Science (18 citations). David Abel has collaborated with scholars based in United States, Canada and Mexico. Frequent co-authors include J. T. Trevors, Michael L. Littman, James MacGlashan, Mark K. Ho, Thomas L. Griffiths, Jonathan D. Cohen, David Chiu, Kavosh Asadi, George Konidaris and Donald E. Johnson. Their work appears in journals such as Theoretical Biology and Medical Modelling, Frontiers in Genetics, Current Opinion in Behavioral Sciences, Annals of the Entomological Society of America and Physics of Life Reviews.
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.