Weight Agnostic Neural Networks A Gaier, D Ha Advances in Neural Information Processing Systems 32 (NeurIPS), 2019 | 115 | 2019 |
Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination A Gaier, A Asteroth, JB Mouret Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2017 | 27* | 2017 |
Data-efficient design exploration through surrogate-assisted illumination A Gaier, A Asteroth, JB Mouret Evolutionary computation 26 (3), 381-410, 2018 | 25 | 2018 |
Aerodynamic design exploration through surrogate-assisted illumination A Gaier, A Asteroth, JB Mouret 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 3330, 2017 | 14 | 2017 |
Data-Efficient Neuroevolution with Kernel-Based Surrogate Models A Gaier, A Asteroth, JB Mouret Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2018 | 13 | 2018 |
Discovering Representations for Black-box Optimization A Gaier, A Asteroth, JB Mouret Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2020 | 10* | 2020 |
Are quality diversity algorithms better at generating stepping stones than objective-based search? A Gaier, A Asteroth, JB Mouret Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2019 | 7 | 2019 |
Evolution of optimal control for energy-efficient transport A Gaier, A Asteroth 2014 IEEE Intelligent Vehicles Symposium Proceedings, 1121-1126, 2014 | 7 | 2014 |
Prediction of neural network performance by phenotypic modeling A Hagg, M Zaefferer, J Stork, A Gaier Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2019 | 4 | 2019 |
Multi-stage evolution of single-and multi-objective MCLP H Spieker, A Hagg, A Gaier, S Meilinger, A Asteroth Soft Computing 21 (17), 4859-4872, 2017 | 4 | 2017 |
Evolving look ahead controllers for energy optimal driving and path planning A Gaier, A Asteroth 2014 IEEE International Symposium on Innovations in Intelligent Systems and …, 2014 | 3 | 2014 |
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines A Gaier Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2015 | 1 | 2015 |
Accelerating Evolutionary Design Exploration with Predictive and Generative Models A Gaier Université de Lorraine, 2020 | | 2020 |