Ritchie Lee

715 total citations
21 papers, 340 citations indexed

About

Ritchie Lee is a scholar working on Artificial Intelligence, Aerospace Engineering and Automotive Engineering. According to data from OpenAlex, Ritchie Lee has authored 21 papers receiving a total of 340 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 9 papers in Aerospace Engineering and 7 papers in Automotive Engineering. Recurrent topics in Ritchie Lee's work include Autonomous Vehicle Technology and Safety (7 papers), Reinforcement Learning in Robotics (4 papers) and Air Traffic Management and Optimization (4 papers). Ritchie Lee is often cited by papers focused on Autonomous Vehicle Technology and Safety (7 papers), Reinforcement Learning in Robotics (4 papers) and Air Traffic Management and Optimization (4 papers). Ritchie Lee collaborates with scholars based in United States and Norway. Ritchie Lee's co-authors include Mykel J. Kochenderfer, Mark Koren, Ole J. Mengshoel, Guillaume Brat, David H. Wolpert, Guanhua Yan, Michael J. Owen, Michael P. Owen, Ryan W. Gardner and Corey A. Ippolito and has published in prestigious journals such as Lecture notes in computer science, Journal of Artificial Intelligence Research and arXiv (Cornell University).

In The Last Decade

Ritchie Lee

21 papers receiving 331 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ritchie Lee United States	9	138	134	87	74	67	21	340
Christian Heinzemann Germany	10	85 0.6×	173 1.3×	46 0.5×	143 1.9×	55 0.8×	36	359
Chih‐Hong Cheng Germany	11	45 0.3×	124 0.9×	41 0.5×	59 0.8×	23 0.3×	31	311
Jens Oehlerking Germany	8	59 0.4×	43 0.3×	68 0.8×	56 0.8×	29 0.4×	15	207
Petter Nilsson United States	14	102 0.7×	99 0.7×	279 3.2×	43 0.6×	23 0.3×	26	474
Mihai Nica Austria	11	134 1.0×	79 0.6×	72 0.8×	229 3.1×	50 0.7×	35	406
Matthias Woehrle Switzerland	12	62 0.4×	63 0.5×	42 0.5×	54 0.7×	41 0.6×	40	353
Shalin Mehta United States	2	189 1.4×	57 0.4×	84 1.0×	38 0.5×	19 0.3×	5	295
Lui Wang United States	8	27 0.2×	87 0.6×	63 0.7×	24 0.3×	31 0.5×	26	319
Marie Farrell United Kingdom	7	17 0.1×	113 0.8×	37 0.4×	92 1.2×	27 0.4×	25	253
Matt Luckcuck United Kingdom	6	18 0.1×	103 0.8×	34 0.4×	81 1.1×	26 0.4×	15	231

Countries citing papers authored by Ritchie Lee

Since Specialization

Citations

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

Fields of papers citing papers by Ritchie Lee

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ritchie Lee

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

All Works

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20 of 20 papers shown

Lee, Ritchie, et al.. (2022). Adaptive Stress Testing of Collision Avoidance Systems for Small UASs with Deep Reinforcement Learning. AIAA SCITECH 2022 Forum. 2 indexed citations

Koren, Mark, et al.. (2021). A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems. Journal of Artificial Intelligence Research. 72. 53 indexed citations

Lee, Ritchie, et al.. (2021). Certification Considerations for Adaptive Stress Testing of Airborne Software. 1–9. 3 indexed citations

Lee, Ritchie, et al.. (2020). Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning. Journal of Artificial Intelligence Research. 69. 1165–1201. 30 indexed citations

Lee, Ritchie, et al.. (2020). NASA Formal Methods. Lecture notes in computer science. 1 indexed citations

Lee, Ritchie, et al.. (2020). Improving Trust in Deep Neural Networks with Nearest Neighbors. AIAA Scitech 2020 Forum. 2 indexed citations

Lee, Ritchie, et al.. (2019). Adaptive Stress Testing of Trajectory Planning Systems. AIAA Scitech 2019 Forum. 4 indexed citations

Lee, Ritchie, et al.. (2018). Differential Adaptive Stress Testing of Airborne Collision Avoidance Systems. NASA STI Repository (National Aeronautics and Space Administration). 9 indexed citations

Koren, Mark, et al.. (2018). Adaptive Stress Testing for Autonomous Vehicles. 1–7. 110 indexed citations

10.

Lee, Ritchie, Mykel J. Kochenderfer, Ole J. Mengshoel, Guillaume Brat, & Michael J. Owen. (2015). Adaptive stress testing of airborne collision avoidance systems. 2015 IEEE/AIAA 34th Digital Avionics Systems Conference (DASC). 1–24. 21 indexed citations

11.

Lee, Ritchie, Mykel J. Kochenderfer, Ole J. Mengshoel, Guillaume Brat, & Michael P. Owen. (2015). Adaptive stress testing of airborne collision avoidance systems. 2015 IEEE/AIAA 34th Digital Avionics Systems Conference (DASC). 6C2–1. 26 indexed citations

12.

Yıldız, Yıldıray, Ritchie Lee, & Guillaume Brat. (2012). Using Game Theoretic Models to Predict Pilot Behavior in NextGen Merging and Landing Scenario. AIAA Modeling and Simulation Technologies Conference. 8 indexed citations

13.

Denney, Ewen, Ganesh Pai, Corey A. Ippolito, & Ritchie Lee. (2012). An Integrated Safety and Systems Engineering Methodology for Small Unmanned Aircraft Systems. 5 indexed citations

14.

Yan, Guanhua, et al.. (2012). Towards a bayesian network game framework for evaluating DDoS attacks and defense. 553–566. 41 indexed citations

15.

Lee, Ritchie, et al.. (2011). Modeling Humans as Reinforcement Learners: How to Predict Human Behavior in Multi-Stage Games. Neural Information Processing Systems. 2 indexed citations

16.

Lee, Ritchie, et al.. (2011). Neural network estimation of photovoltaic I–V curves under partially shaded conditions. 1358–1365. 11 indexed citations

17.

Lee, Ritchie & David H. Wolpert. (2011). Game Theoretic Modeling of Pilot Behavior During Mid-Air Encounters. SSRN Electronic Journal. 2 indexed citations

18.

Lee, Ritchie, et al.. (2010). Payload-Directed Control of Geophysical Magnetic Surveys. 3 indexed citations

19.

Lee, Ritchie & Corey A. Ippolito. (2009). A Perception and Mapping Approach for Plume Detection in Payload Directed Flight. 4 indexed citations

20.

Lee, Ritchie, et al.. (2009). Geological Applications of Payload Directed Flight. 1 indexed citations

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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