Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination

13 February 2017

Papers citing "Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination"

14 / 14 papers shown

Title
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration Félix Chalumeau Bryan Lim Raphael Boige Maxime Allard Luca Grillotti Manon Flageat Valentin Macé Arthur Flajolet Thomas Pierrot Antoine Cully 31 21 0 07 Aug 2023
T-DominO: Exploring Multiple Criteria with Quality-Diversity and the Tournament Dominance Objective Adam Gaier James Stoddart Lorenzo Villaggi Peter J Bentley 44 4 0 04 Jul 2022
Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables Manjinder Singh Alexander E. I. Brownlee David Cairns 9 12 0 31 May 2022
Surrogate Infeasible Fitness Acquirement FI-2Pop for Procedural Content Generation R. Gallotta Kai Arulkumaran Lisa Soros 31 5 0 12 May 2022
Unsupervised Behaviour Discovery with Quality-Diversity Optimisation Luca Grillotti Antoine Cully 22 33 0 10 Jun 2021
Designing Air Flow with Surrogate-assisted Phenotypic Niching Alexander Hagg D. Wilde A. Asteroth Thomas Bäck AI4CE 13 20 0 10 May 2021
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem Konstantinos Sfikas Antonios Liapis Georgios N. Yannakakis 17 20 0 18 Apr 2021
Quality-Diversity Optimization: a novel branch of stochastic optimization Konstantinos Chatzilygeroudis Antoine Cully Vassilis Vassiliades Jean-Baptiste Mouret 65 91 0 08 Dec 2020
A Quality Diversity Approach to Automatically Generating Human-Robot Interaction Scenarios in Shared Autonomy Matthew C. Fontaine Stefanos Nikolaidis 29 38 0 08 Dec 2020
Environmental Adaptation of Robot Morphology and Control through Real-world Evolution T. Nygaard Charles Patrick Martin David Howard J. Tørresen K. Glette AI4CE 28 24 0 30 Mar 2020
Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space Matthew C. Fontaine Julian Togelius Stefanos Nikolaidis Amy K. Hoover 48 134 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 19 5 0 10 Jun 2019
Data-Efficient Design Exploration through Surrogate-Assisted Illumination Adam Gaier A. Asteroth Jean-Baptiste Mouret 17 79 0 15 Jun 2018
Discovering the Elite Hypervolume by Leveraging Interspecies Correlation Vassilis Vassiliades Jean-Baptiste Mouret 24 80 0 11 Apr 2018