Improving deep learning with generic data augmentation L Taylor, G Nitschke 2018 IEEE symposium series on computational intelligence (SSCI), 1542-1547, 2018 | 651 | 2018 |
Improving deep learning using generic data augmentation L Taylor, G Nitschke arXiv preprint arXiv:1708.06020, 2017 | 363 | 2017 |
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 | 62 | 2012 |
Emergence of cooperation: State of the art G Nitschke Artificial Life 11 (3), 367-396, 2005 | 52 | 2005 |
Co-evolution of cooperation in a pursuit evasion game G Nitschke Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and …, 2003 | 36 | 2003 |
Emergent specialization in biologically inspired collective behavior systems GS Nitschke, MC Schut, AE Eiben Intelligent complex adaptive systems, 215-253, 2008 | 31 | 2008 |
Cooperating air traffic control agents G Nitschke Applied Artificial Intelligence 15 (2), 209-235, 2001 | 28 | 2001 |
Multi-agent behavior-based policy transfer S Didi, G Nitschke Applications of Evolutionary Computation: 19th European Conference …, 2016 | 26 | 2016 |
Evolving team behaviors with specialization GS Nitschke, AE Eiben, MC Schut Genetic Programming and Evolvable Machines 13, 493-536, 2012 | 26 | 2012 |
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 | 25 | 2010 |
Improving deep learning using generic data augmentation. arXiv 2017 L Taylor, G Nitschke arXiv preprint arXiv:1708.06020, 0 | 23 | |
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 | 22 | 2007 |
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 | 21 | 2017 |
Hybridizing novelty search for transfer learning S Didi, G Nitschke 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 21 | 2016 |
The cost of complexity in robot bodies D Nagar, A Furman, G Nitschke 2019 IEEE Congress on Evolutionary Computation (CEC), 2713-2720, 2019 | 17 | 2019 |
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 | 16 | 2005 |
Autofac: The perpetual robot machine G Nitschke, D Howard IEEE Transactions on Artificial Intelligence 3 (1), 2-10, 2021 | 13 | 2021 |
Evolving robust robot team morphologies for collective construction J Watson, G Nitschke 2015 IEEE Symposium Series on Computational Intelligence, 1039-1046, 2015 | 13 | 2015 |
The benefits of adaptive behavior and morphology for cooperation J Hewland, G Nitschke 2015 IEEE symposium series on computational intelligence, 1047-1054, 2015 | 13 | 2015 |
Neuro-evolution for emergent specialization in collective behavior systems GS Nitschke | 13 | 2009 |