Concepedia
Statistics
Publications
15
Citations
1.1K
H-Index
11
Active since
2001
Affiliations
University of Cape Town(Current)
Vrije Universiteit Amsterdam
University of Pretoria
Geoff Nitschke is an author at University of Cape Town specializing in engineering, robotics, and robot learning.
Top concepts
EngineeringRoboticsRobot LearningAutomationComputer ScienceSystems EngineeringBehavioral ScienceIntelligent SystemsArtificial IntelligenceDesign
Publications per year
2001–2022
Improving Deep Learning with Generic Data Augmentation
Luke Taylor, Geoff Nitschke · 2018 · 688 citations
Geometric Learning, Data Augmentation, Convolutional Neural Network +15
Improving Deep Learning using Generic Data Augmentation
Luke Taylor, Geoff Nitschke · arXiv (Cornell University) · 2017 · 159 citations · Full text
Geometric Learning, Data Augmentation, Convolutional Neural Network +13
Evolving behavioral specialization in robot teams to solve a collective construction task
Geoff Nitschke, Martijn C. Schut, A. E. Eiben · Swarm and Evolutionary Computation · 2011 · 45 citations
Artificial Intelligence, Heterogeneous Robot Team, Human-robot Collaborative Assembly +15
Evolving team behaviors with specialization
Geoff Nitschke, A. E. Eiben, Martijn C. Schut · Genetic Programming and Evolvable Machines · 2012 · 27 citations
Evolutionary Game Theory, Project Management, Management +7
Co-evolution of cooperation in a pursuit evasion game
Geoff Nitschke · 2004 · 23 citations
Evolutionary Game Theory, Engineering, Game Theory +19
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