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Researcher · National University of Singapore · Singapore

Péter Karkus

Péter Karkus publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Automotive Engineering, on topics such as Reinforcement Learning in Robotics, Autonomous Vehicle Technology and Safety and Robotic Path Planning Algorithms.

ORCID 0000-0002-1474-9771 OpenAlex
World rank
#2,109,406
of 7,710,434 ranked researchers
Rank in Singapore
#10,469
of 23,642
Works
52
Citations
405
Citations per work
7.8
h-index
11
i10-index 11Top 37% in Artificial Intelligence
Péter Karkus

What does Péter Karkus research?

Péter Karkus's work is mostly in Computer Science (50%), Engineering (30%).

Physical Sciences: 41 works · 79.2% of their workComputer Science: 26 works · 49.7% of their workArtificial Intelligence: 14 works · 27.5% of their workComputer Vision and Pattern Recognition: 12 works · 22.2% of their workEngineering: 15 works · 29.5% of their workAutomotive Engineering: 7 works · 13.1% of their workControl and Systems Engineering: 5 works · 9.2% of their workAerospace Engineering: 2 works · 3.9% of their workElectrical and Electronic Engineering: 2 works · 3.3% of their workEverything else: 11 works · 20.8% of their workTHEIR WORKPéter Karkus52works
Physical Sciences79%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science2649.7%
    2. Engineering1529.5%
  2. Everything else1120.8%
  1. 1Artificial Intelligence28% of their works
  2. 2Computer Vision and Pattern Recognition22% of their works
  3. 3Automotive Engineering13% of their works
  4. 4Control and Systems Engineering9% of their works
  5. 5Aerospace Engineering4% of their works
  6. 6Electrical and Electronic Engineering3% of their works

Research topics

Which keywords describe Péter Karkus's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Multi-Agent Systems, Autonomous Vehicles, Collision Avoidance, Robotics, Machine Learning and Autonomous Control.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 23 words, with their numbers
  1. Deep Learning535 topics
  2. Neural Networks283 topics
  3. Multi-Agent Systems262 topics
  4. Autonomous Vehicles252 topics
  5. Collision Avoidance252 topics
  6. Robotics232 topics
  7. Machine Learning212 topics
  8. Autonomous Control171 topic
  9. Reinforcement Learning171 topic
  10. Driver Assistance Systems161 topic
  11. Trajectory Prediction161 topic
  12. Convolutional Neural Networks91 topic
  13. Image Recognition91 topic
  14. Optimal Motion Planning91 topic
  15. Sampling-Based Algorithms91 topic
  16. 3D Mapping61 topic
  17. Image Captioning61 topic
  18. SLAM61 topic
  19. Visual Question Answering61 topic
  20. Adversarial Examples51 topic
  21. Domain Adaptation51 topic
  22. Robustness51 topic
  23. Transfer Learning51 topic

Where does Péter Karkus work?

Péter Karkus's main affiliation in the publication record is National University of Singapore, Singapore.

How many publications and citations does Péter Karkus have?

OpenAlex counts 52 works and 405 citations for Péter Karkus, an h-index of 11, ranking #2,109,406 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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