Adam Gaier

Weight Agnostic Neural Networks

Adam Gaier, David Ha · arXiv (Cornell University) · 2019 · 77 citations · Full text

Artificial Intelligence, Neural Scaling Law, Weight Parameters +13

Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret · Proceedings of the Genetic and Evolutionary Computation Conference · 2017 · 42 citations · Full text

Language Model Crossover: Variation through Few-Shot Prompting

Elliot Meyerson, Mark Nelson, Herbie Bradley et al. · ACM Transactions on Evolutionary Learning and Optimization · 2024 · 41 citations

Are quality diversity algorithms better at generating stepping stones than objective-based search?

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2019 · 30 citations

Artificial Intelligence, Engineering, Machine Learning +22

Aerodynamic Design Exploration through Surrogate-Assisted Illumination

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret · 2017 · 24 citations

Surrogate-assisted Illumination, Engineering, Accelerated Design +19