Matthew Gombolay

2.7k total citations
97 papers, 1.6k citations indexed

About

Matthew Gombolay is a scholar working on Artificial Intelligence, Social Psychology and Computer Networks and Communications. According to data from OpenAlex, Matthew Gombolay has authored 97 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 50 papers in Artificial Intelligence, 24 papers in Social Psychology and 14 papers in Computer Networks and Communications. Recurrent topics in Matthew Gombolay's work include Reinforcement Learning in Robotics (21 papers), Human-Automation Interaction and Safety (19 papers) and Ethics and Social Impacts of AI (10 papers). Matthew Gombolay is often cited by papers focused on Reinforcement Learning in Robotics (21 papers), Human-Automation Interaction and Safety (19 papers) and Ethics and Social Impacts of AI (10 papers). Matthew Gombolay collaborates with scholars based in United States, United Kingdom and Netherlands. Matthew Gombolay's co-authors include Julie Shah, Andrew Silva, Zheyuan Wang, Mariah Schrum, Reymundo A. Gutierrez, Michael Johnson, Pradyumna Tambwekar, Nakul Gopalan, Neel Shah and Toni Golen and has published in prestigious journals such as Obstetrics and Gynecology, The International Journal of Robotics Research and Automation in Construction.

In The Last Decade

Matthew Gombolay

89 papers receiving 1.5k citations

Peers

Matthew Gombolay
Comparison fields: 5 of 132
  • Artificial Intelligence 612
  • Social Psychology 522
  • Control and Systems Engineering 251
  • Industrial and Manufacturing Engineering 179
  • Computer Vision and Pattern Recognition 171
Replace Jacob W. Crandall with:
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Citations per field, relative to Matthew Gombolay
Matthew Gombolay · 1×
Citations per year, relative to Matthew Gombolay
Matthew Gombolay · 1×

Countries citing papers authored by Matthew Gombolay

Since Specialization
Citations

This map shows the geographic impact of Matthew Gombolay'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 Matthew Gombolay with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew Gombolay more than expected).

Fields of papers citing papers by Matthew Gombolay

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew Gombolay. 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 Matthew Gombolay. The network helps show where Matthew Gombolay may publish in the future.

Co-authorship network of co-authors of Matthew Gombolay

This figure shows the co-authorship network connecting the top 25 collaborators of Matthew Gombolay. A scholar is included among the top collaborators of Matthew Gombolay 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 Matthew Gombolay. Matthew Gombolay is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 0
2 3
3 0
4 1
5 1
6 1
7 4
8 18
9 36
10 32
11
Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning
18
12
ProLoNets: Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning.
3
13
Personalized Apprenticeship Learning from Heterogeneous Decision-Makers.
1
14 8
15
Learning to tutor from expert demonstrators via apprenticeship scheduling
1
16
Apprenticeship scheduling: learning to schedule from human experts
17
17
Appraisal of Statistical Practices in HRI vis-a-vis the T-Test for Likert Items/Scales.
3
18
Coordination of Human-Robot Teaming with Human Task Preferences.
24
19 156
20
Challenges in collaborative scheduling of human-robot teams
3

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.

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