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Researcher · Carnegie Mellon University · United States

Drew Bagnell

Drew Bagnell publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Machine Learning and Algorithms, Robotic Path Planning Algorithms and Reinforcement Learning in Robotics.

OpenAlex
World rank
#1,212,562
of 7,710,434 ranked researchers
Rank in United States
#388,584
of 1,627,098
Works
20
Citations
2.5k
Citations per work
127.3
h-index
15
i10-index 15Top 22% in Artificial Intelligence
Drew Bagnell

What does Drew Bagnell research?

Drew Bagnell's work is mostly in Computer Science (65%), Engineering (15%), Decision Sciences (7%).

Physical Sciences: 16 works · 80.0% of their workComputer Science: 13 works · 65.0% of their workArtificial Intelligence: 7 works · 35.0% of their workComputer Vision and Pattern Recognition: 5 works · 23.3% of their workComputer Networks and Communications: 1 works · 6.7% of their workEngineering: 3 works · 15.0% of their workControl and Systems Engineering: 2 works · 10.0% of their workAerospace Engineering: 1 works · 5.0% of their workEverything else: 3 works · 13.3% of their workSocial Sciences: 1 works · 6.7% of their workDecision Sciences: 1 works · 6.7% of their workManagement Science and Operations Research: 1 works · 6.7% of their workTHEIR WORKDrew Bagnell20works
Physical Sciences80%Social Sciences7%

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 Science1365.0%
    2. Engineering315.0%
  2. Everything else313.3%
    1. Decision Sciences16.7%
  1. 1Artificial Intelligence35% of their works
  2. 2Computer Vision and Pattern Recognition23% of their works
  3. 3Control and Systems Engineering10% of their works
  4. 4Management Science and Operations Research7% of their works
  5. 5Computer Networks and Communications7% of their works
  6. 6Aerospace Engineering5% of their works

Research topics

Which keywords describe Drew Bagnell's research?

The keywords of their largest research topics: Deep Learning, Multi-Agent Systems, Neural Networks, Robotics, Active Learning, Machine Learning, Mobile Robots and Optimal Motion Planning.

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 21 words, with their numbers
  1. Deep Learning174 topics
  2. Multi-Agent Systems92 topics
  3. Neural Networks72 topics
  4. Robotics72 topics
  5. Active Learning61 topic
  6. Machine Learning61 topic
  7. Mobile Robots62 topics
  8. Optimal Motion Planning51 topic
  9. Sampling-Based Algorithms51 topic
  10. Autonomous Control41 topic
  11. Bandit Optimization41 topic
  12. Bayesian Optimization41 topic
  13. Grasping41 topic
  14. Reinforcement Learning41 topic
  15. Robot Learning41 topic
  16. 3D Mapping31 topic
  17. AdWords Problem31 topic
  18. Image Captioning31 topic
  19. Online Algorithms31 topic
  20. SLAM31 topic
  21. Visual Question Answering31 topic

Where does Drew Bagnell work?

Drew Bagnell's main affiliation in the publication record is Carnegie Mellon University, United States.

How many publications and citations does Drew Bagnell have?

OpenAlex counts 20 works and 2,546 citations for Drew Bagnell, an h-index of 15, ranking #1,212,562 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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