Data-Efficient Design Exploration through Surrogate-Assisted Illumination

15 June 2018

Papers citing "Data-Efficient Design Exploration through Surrogate-Assisted Illumination"

10 / 10 papers shown

Title
Prototype Discovery using Quality-Diversity Alexander Hagg A. Asteroth Thomas Bäck 31 31 0 25 Jul 2018
Bayesian Optimization with Automatic Prior Selection for Data-Efficient Direct Policy Search Rémi Pautrat Konstantinos Chatzilygeroudis Jean-Baptiste Mouret 58 44 0 20 Sep 2017
Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination Adam Gaier A. Asteroth Jean-Baptiste Mouret 62 48 0 13 Feb 2017
Using Centroidal Voronoi Tessellations to Scale Up the Multi-dimensional Archive of Phenotypic Elites Algorithm Vassilis Vassiliades Konstantinos Chatzilygeroudis Jean-Baptiste Mouret 54 156 0 18 Oct 2016
Reset-free Trial-and-Error Learning for Robot Damage Recovery Konstantinos Chatzilygeroudis Vassilis Vassiliades Jean-Baptiste Mouret 48 102 0 13 Oct 2016
Illuminating search spaces by mapping elites Jean-Baptiste Mouret Jeff Clune 76 735 0 20 Apr 2015
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images Anh Totti Nguyen J. Yosinski Jeff Clune AAML 169 3,271 0 05 Dec 2014
Design Mining Interacting Wind Turbines R. Preen Larry Bull 36 14 0 02 Oct 2014
Robots that can adapt like animals Antoine Cully Jeff Clune Danesh Tarapore Jean-Baptiste Mouret 87 1,037 0 13 Jul 2014
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning E. Brochu Vlad M. Cora Nando de Freitas GP 138 2,448 0 12 Dec 2010