Trevor Walker
Impact in
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- Forest ecology and management
- Artificial Intelligence top 10%
- Reinforcement Learning in Robotics
- Machine Learning and Algorithms
Papers in ⓘ
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- Forest ecology and management 11
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- Reinforcement Learning in Robotics 3
- Co-authors
- Jude Shavlik (6 shared papers)Richard Maclin (5 shared papers)Lisa Torrey (4 shared papers)Steven E. McKeand (9 shared papers)Edward W. Wild (2 shared papers)Fikret Işik (8 shared papers)K.-H. Schlingensiepen (1 shared paper)Gordon E. Legge (1 shared paper)
- Journals
- Forest Science (8 papers)Forest Ecology and Management (2 papers)Wear (1 paper)Tree Genetics & Genomes (1 paper)Journal of Forestry (1 paper)
- Partner nations
- United StatesUnited KingdomItaly
In The Last Decade
Trevor Walker
23 papers receiving 228 citations
Peers
Comparison fields: 5 of 70
- Nature and Landscape Conservation 38
- Artificial Intelligence 92
- Analytical Chemistry 20
- Computer Vision and Pattern Recognition 39
- Human-Computer Interaction 10
Countries citing papers authored by Trevor Walker
This map shows the geographic impact of Trevor Walker'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 Trevor Walker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Trevor Walker more than expected).
Fields of papers citing papers by Trevor Walker
This network shows the impact of papers produced by Trevor Walker. 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 Trevor Walker. The network helps show where Trevor Walker may publish in the future.
Co-authors
The 25 scholars most cited alongside Trevor Walker, 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 29 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Giving advice about preferred actions to reinforcement learners via knowledge-based kernel regression | 2005 | 61 |
| 2 | 1986 | 38 | |
| 3 | 2019 | 23 | |
| 4 | 2003 | 18 | |
| 5 | Content-Based Cross-Domain Recommendations Using Segmented Models | 2014 | 16 |
| 6 | 2021 | 11 | |
| 7 | 2021 | 11 | |
| 8 | A simple and effective method for incorporating advice into kernel methods | 2006 | 8 |
| 9 | 2017 | 8 | |
| 10 | 2021 | 8 | |
| 11 | 2021 | 7 | |
| 12 | Refining rules incorporated into knowledge-based support vector learners via successive linear programming | 2007 | 6 |
| 13 | 2020 | 5 | |
| 14 | 2020 | 4 | |
| 15 | 2011 | 3 | |
| 16 | 2020 | 3 | |
| 17 | 2021 | 2 | |
| 18 | 2014 | 2 | |
| 19 | 2024 | 1 | |
| 20 | Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning. | 2008 | 1 |
About Trevor Walker
Trevor Walker is a scholar working on Nature and Landscape Conservation, Artificial Intelligence, Plant Science, Ecology and Environmental Engineering, having authored 29 papers that have together received 240 indexed citations. Recurring topics across this work include Forest ecology and management (11 papers), Remote Sensing and LiDAR Applications (5 papers), Bioenergy crop production and management (4 papers), Horticultural and Viticultural Research (3 papers), Spectroscopy and Chemometric Analyses (3 papers), Reinforcement Learning in Robotics (3 papers), Remote Sensing in Agriculture (3 papers) and Forest Management and Policy (3 papers). The work is most often cited by research in Nature and Landscape Conservation (38 citations), Artificial Intelligence (92 citations), Analytical Chemistry (20 citations), Computer Vision and Pattern Recognition (39 citations) and Human-Computer Interaction (10 citations). Trevor Walker has collaborated with scholars based in United States, United Kingdom and Italy. Frequent co-authors include Jude Shavlik, Richard Maclin, Lisa Torrey, Steven E. McKeand, Edward W. Wild, Fikret Işik, K.-H. Schlingensiepen, Gordon E. Legge, F. W. Campbell and Shaghayegh Sahebi. Their work appears in journals such as Forest Science, Forest Ecology and Management, Wear, Tree Genetics & Genomes and Journal of Forestry.
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.