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Geoff Nitschke
Geoff Nitschke
Associate Professor, University of Cape Town
Verified email at cs.uct.ac.za - Homepage
Title
Cited by
Cited by
Year
Improving deep learning with generic data augmentation
L Taylor, G Nitschke
2018 IEEE symposium series on computational intelligence (SSCI), 1542-1547, 2018
8362018
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
582012
Emergence of cooperation: State of the art
G Nitschke
Artificial Life 11 (3), 367-396, 2005
512005
Co-evolution of cooperation in a pursuit evasion game
G Nitschke
Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and …, 2003
362003
Emergent specialization in biologically inspired collective behavior systems
GS Nitschke, MC Schut, AE Eiben
Intelligent complex adaptive systems, 215-253, 2008
312008
Cooperating air traffic control agents
G Nitschke
Applied Artificial Intelligence 15 (2), 209-235, 2001
282001
Evolving team behaviors with specialization
GS Nitschke, AE Eiben, MC Schut
Genetic Programming and Evolvable Machines 13, 493-536, 2012
272012
Multi-agent behavior-based policy transfer
S Didi, G Nitschke
Applications of Evolutionary Computation: 19th European Conference …, 2016
262016
Collective neuro-evolution for evolving specialized sensor resolutions in a multi-rover task
GS Nitschke, MC Schut, AE Eiben
Evolutionary Intelligence 3, 13-29, 2010
252010
Improving deep learning using generic data augmentation. arXiv 2017
L Taylor, G Nitschke
arXiv preprint arXiv:1708.06020, 0
20
The cost of complexity in robot bodies
D Nagar, A Furman, G Nitschke
2019 IEEE Congress on Evolutionary Computation (CEC), 2713-2720, 2019
152019
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
152017
Hybridizing novelty search for transfer learning
S Didi, G Nitschke
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
152016
Collective specialization for evolutionary design of a multi-robot system
AE Eiben, GS Nitschke, MC Schut
Swarm Robotics: Second International Workshop, SAB 2006, Rome, Italy …, 2007
142007
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
142005
Neuro-evolution for emergent specialization in collective behavior systems
GS Nitschke
132009
Evolving robust robot team morphologies for collective construction
J Watson, G Nitschke
2015 IEEE Symposium Series on Computational Intelligence, 1039-1046, 2015
122015
The cost of big brains in groups
D Nagar, A Furman, G Nitschke
Artificial Life Conference Proceedings, 404-411, 2019
112019
The benefits of adaptive behavior and morphology for cooperation
J Hewland, G Nitschke
2015 IEEE symposium series on computational intelligence, 1047-1054, 2015
112015
Designing emergent cooperation: a pursuit–evasion game case study
G Nitschke
Artificial Life and Robotics 9, 222-233, 2005
112005
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