Geoff Nitschke
Geoff Nitschke publishes mostly in Artificial Intelligence, Sociology and Political Science and Control and Systems Engineering, on topics such as Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications and Evolutionary Game Theory and Cooperation.
- World rank
- #747,518 of 1,633,909 ranked researchers
- Rank in South Africa
- #2,426 of 5,570
- Works
- 33
- Citations
- 144
- Citations per work
- 4.4
What does Geoff Nitschke research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence53% of their works
- 2Sociology and Political Science10% of their works
- 3Control and Systems Engineering7% of their works
- 4Mechanical Engineering7% of their works
- 5Statistical and Nonlinear Physics5% of their works
- 6Genetics4% of their works
Research topics
- Reinforcement Learning in Robotics
- Evolutionary Algorithms and Applications
- Evolutionary Game Theory and Cooperation
- Modular Robots and Swarm Intelligence
- Metaheuristic Optimization Algorithms Research
- Robot Manipulation and Learning
- Complex Network Analysis Techniques
- Insect and Arachnid Ecology and Behavior
Which keywords describe Geoff Nitschke's research?
The keywords of their largest research topics: Deep Learning, Evolutionary Algorithms, Neural Networks, Reinforcement Learning, Genetic Programming, Machine Learning, Altruism and Cooperation.
- Social Insects
- Robot Learning
- Grasping
- Particle Swarm Optimization
- Self-Reconfiguration
- Cooperation
- Machine Learning
- Reinforcement Learning
- Evolutionary Algorithms
- Deep Learning
- Neural Networks
- Genetic Programming
- Altruism
- Modular Robots
- Differential Evolution
- Community Structure
- Network Dynamics
- Genomics
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 18 words, with their numbers
- Deep Learning142 topics
- Evolutionary Algorithms132 topics
- Neural Networks121 topic
- Reinforcement Learning121 topic
- Genetic Programming101 topic
- Machine Learning101 topic
- Altruism61 topic
- Cooperation61 topic
- Modular Robots41 topic
- Self-Reconfiguration41 topic
- Differential Evolution31 topic
- Particle Swarm Optimization31 topic
- Community Structure21 topic
- Grasping21 topic
- Network Dynamics21 topic
- Robot Learning21 topic
- Genomics11 topic
- Social Insects11 topic
Where does Geoff Nitschke work?
Geoff Nitschke's main affiliation in the publication record is University of Cape Town, South Africa.
How many publications and citations does Geoff Nitschke have?
Science Explorer counts 33 works and 144 citations for Geoff Nitschke, ranking #747,518 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.