Quality-Diversity Optimization: a novel branch of stochastic
optimization

Quality-Diversity Optimization: a novel branch of stochastic optimization

8 December 2020

Konstantinos Chatzilygeroudis

Vassilis Vassiliades

Jean-Baptiste Mouret

Papers citing "Quality-Diversity Optimization: a novel branch of stochastic optimization"

10 / 10 papers shown

Title
Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution Ke Xue Yutong Wang Cong Guan Lei Yuan Haobo Fu Qiang Fu Chao Qian Yang Yu 40 16 0 03 Jan 2025
Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration Xingrui Yu Zhenglin Wan David Mark Bossens Yueming Lyu Qing-Wu Guo Ivor W. Tsang 53 0 0 11 Nov 2024
Preparing for Black Swans: The Antifragility Imperative for Machine Learning Ming Jin 27 2 0 18 May 2024
Illuminating the property space in crystal structure prediction using Quality-Diversity algorithms Marta Wolinska Aron Walsh Antoine Cully 30 1 0 06 Mar 2024
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables Loïc Brevault M. Balesdent 25 2 0 11 Sep 2023
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML Lennart Purucker Lennart Schneider Marie Anastacio Joeran Beel B. Bischl Holger Hoos 19 4 0 17 Jul 2023
Efficient Quality-Diversity Optimization through Diverse Quality Species Ryan Wickman Bibek Poudel Taylor Michael Villarreal Xiaofei Zhang Weizi Li 10 6 0 14 Apr 2023
Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains Manon Flageat Félix Chalumeau Antoine Cully 15 26 0 24 Oct 2022
SafeAPT: Safe Simulation-to-Real Robot Learning using Diverse Policies Learned in Simulation Rituraj Kaushik Karol Arndt Ville Kyrki 11 8 0 27 Jan 2022
Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms L. Cazenille 11 9 0 03 May 2021