Pieter Abbeel
Pieter Abbeel publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning and Robot Manipulation and Learning.
- World rank
- #7,592 of 1,633,909 ranked researchers
- Rank in United States
- #3,666 of 358,040
- Works
- 192
- Citations
- 3.1k
- Citations per work
- 16.3
What does Pieter Abbeel research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Control and Systems Engineering10% of their works
- 4Computational Theory and Mathematics3% of their works
- 5Electrical and Electronic Engineering3% of their works
- 6Management Science and Operations Research3% of their works
Research topics
Which keywords describe Pieter Abbeel's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Meta-Learning, Domain Adaptation, Transfer Learning and Grasping.
- Robustness
- Adversarial Examples
- Action Recognition
- Hyperparameter Optimization
- Image Captioning
- Grasping
- Domain Adaptation
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Meta-Learning
- Transfer Learning
- Robot Learning
- Visual Question Answering
- Noisy Labels
- Pose Estimation
- Machine Translation
- Word Representation
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 19 words, with their numbers
- Deep Learning935 topics
- Neural Networks744 topics
- Reinforcement Learning511 topic
- Robotics511 topic
- Meta-Learning262 topics
- Domain Adaptation171 topic
- Transfer Learning171 topic
- Grasping161 topic
- Robot Learning161 topic
- Image Captioning131 topic
- Visual Question Answering131 topic
- Hyperparameter Optimization91 topic
- Noisy Labels91 topic
- Action Recognition81 topic
- Pose Estimation81 topic
- Adversarial Examples51 topic
- Machine Translation51 topic
- Robustness51 topic
- Word Representation51 topic
Where does Pieter Abbeel work?
Pieter Abbeel's main affiliation in the publication record is University of California, Berkeley, United States.
How many publications and citations does Pieter Abbeel have?
Science Explorer counts 192 works and 3,136 citations for Pieter Abbeel, ranking #7,592 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.