Adam Gaier

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Multiple Criteria

Representative Set

Synaptic Weights

Top Venues

GECCO (Companion)

GECCO Companion

Publications

Adam Gaier, James Stoddart, Lorenzo Villaggi, Shyam Sudhakaran
Generative Design through Quality-Diversity Data Synthesis and Language Models. CoRR (2024)
Adam Gaier, James Stoddart, Lorenzo Villaggi, Shyam Sudhakaran
Generative Design through Quality-Diversity Data Synthesis and Language Models. GECCO (2024)
Yi Wang, Jieliang Luo, Adam Gaier, Evan Atherton, Hilmar Koch
PlotMap: Automated Layout Design for Building Game Worlds. CoRR (2023)
Adam Gaier, Giuseppe Paolo, Antoine Cully
Editorial to the "Evolutionary Reinforcement Learning" Special Issue. ACM Trans. Evol. Learn. Optim. 3 (3) (2023)
Adam Gaier, James Stoddart, Lorenzo Villaggi, Peter J. Bentley
T-DominO: Exploring Multiple Criteria with Quality-Diversity and the Tournament Dominance Objective. CoRR (2022)
Adam Gaier, James Stoddart, Lorenzo Villaggi, Peter J. Bentley
T-DominO - Exploring Multiple Criteria with Quality-Diversity and the Tournament Dominance Objective. PPSN (2) (2022)
Paul Kent, Jürgen Branke, Adam Gaier, Jean-Baptiste Mouret
A discretization-free metric for assessing quality diversity algorithms. GECCO Companion (2022)
Peter J. Bentley, Soo Ling Lim, Adam Gaier, Linh Tran
Evolving Through the Looking Glass: Learning Improved Search Spaces with Variational Autoencoders. PPSN (1) (2022)
Peter J. Bentley, Soo Ling Lim, Adam Gaier, Linh Tran
COIL: Constrained Optimization in Learned Latent Space - Learning Representations for Valid Solutions. CoRR (2022)
Peter J. Bentley, Soo Ling Lim, Adam Gaier, Linh Tran
COIL: Constrained optimization in learned latent space: learning representations for valid solutions. GECCO Companion (2022)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Discovering representations for black-box optimization. GECCO (2020)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Automating Representation Discovery with MAP-Elites. CoRR (2020)
Adam Gaier, David Ha
Weight Agnostic Neural Networks. NeurIPS (2019)
Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier
Prediction of neural network performance by phenotypic modeling. CoRR (2019)
Adam Gaier, David Ha
Weight Agnostic Neural Networks. CoRR (2019)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Are quality diversity algorithms better at generating stepping stones than objective-based search? GECCO (Companion) (2019)
Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier
Prediction of neural network performance by phenotypic modeling. GECCO (Companion) (2019)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-Efficient Design Exploration through Surrogate-Assisted Illumination. CoRR (2018)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-efficient Neuroevolution with Kernel-Based Surrogate Models. CoRR (2018)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-efficient neuroevolution with kernel-based surrogate models. GECCO (2018)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-Efficient Design Exploration through Surrogate-Assisted Illumination. Evol. Comput. 26 (3) (2018)
Helge Spieker, Alexander Hagg, Adam Gaier, Stefanie Meilinger, Alexander Asteroth
Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations. Soft Comput. 21 (17) (2017)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Feature Space Modeling Through Surrogate Illumination. CoRR (2017)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination. GECCO (2017)
Adam Gaier
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines. GECCO (Companion) (2015)
Adam Gaier, Alexander Asteroth
Evolving look ahead controllers for energy optimal driving and path planning. INISTA (2014)
Adam Gaier, Alexander Asteroth
Evolution of optimal control for energy-efficient transport. Intelligent Vehicles Symposium (2014)