Danijar Hafner
Danijar Hafner publishes mostly in Artificial Intelligence and Sociology and Political Science, on topics such as Reinforcement Learning in Robotics, Explainable Artificial Intelligence (XAI) and Adversarial Robustness in Machine Learning.
- World rank
- #883,819 of 1,633,909 ranked researchers
- Rank in Germany
- #51,740 of 86,443
- Works
- 15
- Citations
- 32
- Citations per work
- 2.1
What does Danijar Hafner research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence90% of their works
- 2Sociology and Political Science10% of their works
Research topics
Which keywords describe Danijar Hafner's research?
The keywords of their largest research topics: Deep Learning, Deep Neural Networks, Neural Networks, Interpretable Models, Machine Learning, Machine Learning Interpretability, Meta-Learning and Reinforcement Learning.
- Transfer Learning
- Procedural Content Generation
- Noisy Labels
- Hyperparameter Optimization
- Domain Adaptation
- Adversarial Examples
- Reinforcement Learning
- Machine Learning Interpretability
- Interpretable Models
- Deep Neural Networks
- Deep Learning
- Neural Networks
- Machine Learning
- Meta-Learning
- Robotics
- Conflict
- Gaussian Processes
- Monte Carlo Tree Search
- Northern Ireland
- Robustness
- Variational Inference
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
- Deep Learning43 topics
- Deep Neural Networks32 topics
- Neural Networks32 topics
- Interpretable Models21 topic
- Machine Learning22 topics
- Machine Learning Interpretability21 topic
- Meta-Learning22 topics
- Reinforcement Learning21 topic
- Robotics21 topic
- Adversarial Examples11 topic
- Conflict11 topic
- Domain Adaptation11 topic
- Gaussian Processes11 topic
- Hyperparameter Optimization11 topic
- Monte Carlo Tree Search11 topic
- Noisy Labels11 topic
- Northern Ireland11 topic
- Procedural Content Generation11 topic
- Robustness11 topic
- Transfer Learning11 topic
- Variational Inference11 topic
Where does Danijar Hafner work?
Danijar Hafner's main affiliation in the publication record is Hasso Plattner Institute, Germany.
How many publications and citations does Danijar Hafner have?
Science Explorer counts 15 works and 32 citations for Danijar Hafner, ranking #883,819 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.