Volkan Ustun
Volkan Ustun publishes mostly in Artificial Intelligence, Management Science and Operations Research and Social Psychology, on topics such as Reinforcement Learning in Robotics, AI-based Problem Solving and Planning and Multi-Agent Systems and Negotiation.
- World rank
- #2,366,330 of 7,710,434 ranked researchers
- Rank in United States
- #703,249 of 1,627,098
- Works
- 67
- Citations
- 483
- Citations per work
- 7.2
What does Volkan Ustun research?
Volkan Ustun's work is mostly in Computer Science (56%), Decision Sciences (7%), Psychology (7%).
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
- Physical Sciences3958.8%
- Computer Science3755.5%
- Engineering23.3%
- Everything else1827.0%
- Social Sciences1014.2%
- Decision Sciences57.1%
- Psychology57.1%
- 1Artificial Intelligence46% of their works
- 2Management Science and Operations Research7% of their works
- 3Social Psychology7% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Computational Theory and Mathematics4% of their works
- 6Ocean Engineering3% of their works
Research topics
Which keywords describe Volkan Ustun's research?
The keywords of their largest research topics: Neural Networks, Multi-Agent Systems, Deep Learning, Agent-Based Modeling, Reinforcement Learning, Robotics, Heuristic Search and Planning Systems.
- Visual Question Answering
- Word Representation
- Simulation Optimization
- Monte Carlo Tree Search
- Socially Assistive Robotics
- Software Engineering
- Planning Systems
- Robotics
- Agent-Based Modeling
- Multi-Agent Systems
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Heuristic Search
- Argumentation Frameworks
- Human-Robot Interaction
- Machine Translation
- Procedural Content Generation
- Verification and Validation
- Image Captioning
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Neural Networks263 topics
- Multi-Agent Systems232 topics
- Deep Learning192 topics
- Agent-Based Modeling172 topics
- Reinforcement Learning131 topic
- Robotics131 topic
- Heuristic Search111 topic
- Planning Systems111 topic
- Argumentation Frameworks101 topic
- Software Engineering101 topic
- Human-Robot Interaction81 topic
- Socially Assistive Robotics81 topic
- Machine Translation71 topic
- Monte Carlo Tree Search71 topic
- Procedural Content Generation71 topic
- Simulation Optimization71 topic
- Verification and Validation71 topic
- Word Representation71 topic
- Image Captioning61 topic
- Visual Question Answering61 topic
Where does Volkan Ustun work?
Volkan Ustun's main affiliation in the publication record is Creative Technologies (United States), United States.
How many publications and citations does Volkan Ustun have?
OpenAlex counts 67 works and 483 citations for Volkan Ustun, an h-index of 11, ranking #2,366,330 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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.
Discussion
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