Geoff Nitschke
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Improving deep learning with generic data augmentation
L Taylor, G Nitschke
2018 IEEE Symposium Series on Computational Intelligence (SSCI), 1542-1547, 2018
Evolving behavioral specialization in robot teams to solve a collective construction task
GS Nitschke, MC Schut, AE Eiben
Swarm and Evolutionary Computation 2, 25-38, 2012
Emergence of cooperation: State of the art
G Nitschke
Artificial Life 11 (3), 367-396, 2005
Co-evolution of cooperation in a pursuit evasion game
G Nitschke
Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and …, 2003
Emergent specialization in biologically inspired collective behavior systems
GS Nitschke, MC Schut, AE Eiben
Intelligent complex adaptive systems, 215-253, 2008
Cooperating air traffic control agents
G Nitschke
Applied Artificial Intelligence 15 (2), 209-235, 2001
Collective neuro-evolution for evolving specialized sensor resolutions in a multi-rover task
GS Nitschke, MC Schut, AE Eiben
Evolutionary Intelligence 3 (1), 13-29, 2010
Evolving team behaviors with specialization
GS Nitschke, AE Eiben, MC Schut
Genetic Programming and Evolvable Machines 13 (4), 493-536, 2012
Multi-agent behavior-based policy transfer
S Didi, G Nitschke
European Conference on the Applications of Evolutionary Computation, 181-197, 2016
Collective specialization for evolutionary design of a multi-robot system
AE Eiben, GS Nitschke, MC Schut
International Workshop on Swarm Robotics, 189-205, 2006
Neuro-evolution for emergent specialization in collective behavior systems
G Nitschke
PhD thesis, Vrije Universiteit Amsterdam, 2008
Hybridizing novelty search for transfer learning
S Didi, G Nitschke
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
Designing emergent cooperation: a pursuit–evasion game case study
G Nitschke
Artificial Life and Robotics 9 (4), 222, 2005
Evolutionary policy transfer and search methods for boosting behavior quality: Robocup keep-away case study
G Nitschke, S Didi
Frontiers in Robotics and AI 4, 62, 2017
Evolving robust robot team morphologies for collective construction
J Watson, G Nitschke
2015 IEEE Symposium Series on Computational Intelligence, 1039-1046, 2015
Effects of evolutionary and lifetime learning on minds and bodies in an artifical society
T Buresch, AE Eiben, G Nitschke, MC Schut
2005 IEEE Congress on Evolutionary Computation 2, 1448-1454, 2005
Automated network application classification: A competitive learning approach
RG Goss, GS Nitschke
2013 IEEE Symposium on Computational Intelligence for Communication Systems …, 2013
The benefits of adaptive behavior and morphology for cooperation
J Hewland, G Nitschke
2015 IEEE symposium series on computational intelligence, 1047-1054, 2015
How evolvable is novelty search?
D Shorten, G Nitschke
2014 IEEE International Conference on Evolvable Systems, 125-132, 2014
Neuro-evolution for a gathering and collective construction task
DWF van Krevelen, GS Nitschke
Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008
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