Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1702.03713
Cited By
v1
v2 (latest)
Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2017
13 February 2017
Adam Gaier
A. Asteroth
Jean-Baptiste Mouret
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination"
28 / 28 papers shown
Convergent Functions, Divergent Forms
Hyeonseong Jeon
Ainaz Eftekhar
Aaron Walsman
Kuo-Hao Zeng
Ali Farhadi
Ranjay Krishna
249
3
0
27 May 2025
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems
Ryan Zhou
Jaume Bacardit
Alexander Brownlee
Stefano Cagnoni
Martin Fyvie
Giovanni Iacca
John Mccall
Niki van Stein
David Walker
Ting-Kuei Hu
285
1
0
12 Jun 2024
Towards Exploratory Quality Diversity Landscape Analysis
Kyriacos Mosphilis
Vassilis Vassiliades
158
0
0
22 May 2024
Dynamic Quality-Diversity Search
Roberto Gallotta
Antonios Liapis
Georgios N. Yannakakis
220
1
0
07 Apr 2024
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration
Journal of machine learning research (JMLR), 2023
Félix Chalumeau
Bryan Lim
Raphael Boige
Maxime Allard
Luca Grillotti
Manon Flageat
Valentin Macé
Arthur Flajolet
Thomas Pierrot
Antoine Cully
294
30
0
07 Aug 2023
Preference-Learning Emitters for Mixed-Initiative Quality-Diversity Algorithms
IEEE Transactions on Games (IEEE Trans. Games), 2022
R. Gallotta
Kai Arulkumaran
Lisa Soros
238
8
0
25 Oct 2022
T-DominO: Exploring Multiple Criteria with Quality-Diversity and the Tournament Dominance Objective
Parallel Problem Solving from Nature (PPSN), 2022
Adam Gaier
James Stoddart
Lorenzo Villaggi
Peter J Bentley
305
5
0
04 Jul 2022
Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables
Manjinder Singh
Alexander E. I. Brownlee
David Cairns
267
13
0
31 May 2022
Surrogate Infeasible Fitness Acquirement FI-2Pop for Procedural Content Generation
R. Gallotta
Kai Arulkumaran
Lisa Soros
173
6
0
12 May 2022
Unsupervised Behaviour Discovery with Quality-Diversity Optimisation
IEEE Transactions on Evolutionary Computation (TEVC), 2021
Luca Grillotti
Antoine Cully
433
48
0
10 Jun 2021
Designing Air Flow with Surrogate-assisted Phenotypic Niching
Parallel Problem Solving from Nature (PPSN), 2020
Alexander Hagg
D. Wilde
A. Asteroth
Thomas Bäck
AI4CE
161
24
0
10 May 2021
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2021
Konstantinos Sfikas
Antonios Liapis
Georgios N. Yannakakis
199
23
0
18 Apr 2021
MAP-Elites enables Powerful Stepping Stones and Diversity for Modular Robotics
Jørgen Nordmoen
Frank Veenstra
K. Ellefsen
K. Glette
175
40
0
08 Dec 2020
Quality-Diversity Optimization: a novel branch of stochastic optimization
Konstantinos Chatzilygeroudis
Antoine Cully
Vassilis Vassiliades
Jean-Baptiste Mouret
385
116
0
08 Dec 2020
A Quality Diversity Approach to Automatically Generating Human-Robot Interaction Scenarios in Shared Autonomy
Matthew C. Fontaine
Stefanos Nikolaidis
419
43
0
08 Dec 2020
Quality and Diversity in Evolutionary Modular Robotics
Jørgen Nordmoen
Frank Veenstra
K. Ellefsen
K. Glette
139
11
0
05 Aug 2020
Environmental Adaptation of Robot Morphology and Control through Real-world Evolution
Evolutionary Computation (Evol. Comput.), 2020
T. Nygaard
Charles Patrick Martin
David Howard
J. Tørresen
K. Glette
AI4CE
213
29
0
30 Mar 2020
Quality Diversity for Multi-task Optimization
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2020
Jean-Baptiste Mouret
Glenn Maguire
184
70
0
09 Mar 2020
Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2019
Matthew C. Fontaine
Julian Togelius
Stefanos Nikolaidis
Amy K. Hoover
442
158
0
05 Dec 2019
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms
Jean-Philippe Bruneton
L. Cazenille
A. Douin
V. Reverdy
153
5
0
10 Jun 2019
Prototype Discovery using Quality-Diversity
Alexander Hagg
A. Asteroth
Thomas Bäck
112
34
0
25 Jul 2018
Quality Diversity Through Surprise
IEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2018
Daniele Gravina
Antonios Liapis
Georgios N. Yannakakis
266
28
0
06 Jul 2018
Data-Efficient Design Exploration through Surrogate-Assisted Illumination
Adam Gaier
A. Asteroth
Jean-Baptiste Mouret
211
85
0
15 Jun 2018
Hierarchical Behavioral Repertoires with Unsupervised Descriptors
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2018
Antoine Cully
Y. Demiris
209
36
0
19 Apr 2018
Data-efficient Neuroevolution with Kernel-Based Surrogate Models
Adam Gaier
A. Asteroth
Jean-Baptiste Mouret
SyDa
220
20
0
15 Apr 2018
Discovering the Elite Hypervolume by Leveraging Interspecies Correlation
Vassilis Vassiliades
Jean-Baptiste Mouret
347
89
0
11 Apr 2018
Multi-objective Analysis of MAP-Elites Performance
Eivind Samuelsen
K. Glette
133
6
0
14 Mar 2018
Hierarchical Surrogate Modeling for Illumination Algorithms
Alexander Hagg
114
3
0
29 Mar 2017
1
Page 1 of 1
