Weight Agnostic Neural Networks
Adam Gaier , David Ha
neural information processing systems 32 5364 -5378
238
2019
Accelerating Evolutionary Design Exploration with Predictive and Generative Models
Adam Gaier
Université de Lorraine
1
2020
Discovering representations for black-box optimization
Adam Gaier , Jean-Baptiste Mouret , Alexander Asteroth
genetic and evolutionary computation conference 103 -111
33
2020
Data-efficient neuroevolution with kernel-based surrogate models
Adam Gaier , Jean-Baptiste Mouret , Alexander Asteroth
genetic and evolutionary computation conference 85 -92
19
2018
Prediction of neural network performance by phenotypic modeling
Alexander Hagg , Martin Zaefferer , Adam Gaier , Jörg Stork
genetic and evolutionary computation conference 1576 -1582
1
2019
Evolution of Optimal Control for Energy-Efficient Transport
Adam Gaier , Alexander Asteroth
intelligent vehicles symposium 1121 -1126
6
2014
Evolving look ahead controllers for energy optimal driving and path planning
Adam Gaier , Alexander Asteroth
international symposium on innovations in intelligent systems and applications 138 -145
2
2014
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines
Adam Gaier
genetic and evolutionary computation conference 1197 -1200
2015
Multi-stage evolution of single- and multi-objective MCLP
Helge Spieker , Alexander Hagg , Adam Gaier , Stefanie Meilinger
soft computing 21 ( 17) 4859 -4872
3
2017
Are quality diversity algorithms better at generating stepping stones than objective-based search?
Adam Gaier , Alexander Asteroth , Jean-Baptiste Mouret
genetic and evolutionary computation conference 115 -116
8
2019
COIL: Constrained optimization in learned latent space: learning representations for valid solutions
Peter J Bentley , Soo Ling Lim , Adam Gaier , Linh Tran
Smpte Journal 1870 -1877
2
2022
Language Model Crossover: Variation through Few-Shot Prompting
Elliot Meyerson , Mark J Nelson , Herbie Bradley , Adam Gaier
arXiv preprint arXiv:2302.12170
2023
Editorial to the “Evolutionary Reinforcement Learning” Special Issue
Adam Gaier , Giuseppe Paolo , Antoine Cully
ACM Transactions on Evolutionary Learning 3 ( 3) 1 -2
2023
Evolving through the looking glass: Learning improved search spaces with variational autoencoders
Peter J Bentley , Soo Ling Lim , Adam Gaier , Linh Tran
Springer International Publishing 371 -384
7
2022
PlotMap: Automated Layout Design for Building Game Worlds
Yi Wang , Jieliang Luo , Adam Gaier , Evan Atherton
arXiv preprint arXiv:2309.15242
2023
Bayesian Optimisation for Quality Diversity Search with coupled descriptor functions
Paul Kent , Adam Gaier , Jean-Baptiste Mouret , Juergen Branke
IEEE Transactions on Evolutionary Computation
2024
A discretization-free metric for assessing quality diversity algorithms
Paul Kent , Juergen Branke , Adam Gaier , Jean-Baptiste Mouret
2131 -2135
2022
Generative Design through Quality-Diversity Data Synthesis and Language Models
Adam Gaier , James Stoddart , Lorenzo Villaggi , Shyam Sudhakaran
arXiv preprint arXiv:2405.09997
2024
T-DominO: Exploring multiple criteria with quality-diversity and the tournament dominance objective
Adam Gaier , James Stoddart , Lorenzo Villaggi , Peter J Bentley
Springer International Publishing 263 -277
3
2022
Harnessing Game-Inspired Content Creation for Intuitive Generative Design and Optimization
Lorenzo Villaggi , James Stoddart , Adam Gaier
(DMS) Design Modelling Symposium Berlin 149 -160
4
2023