Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space

5 December 2019

Papers citing "Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space"

41 / 41 papers shown

Title
Adversarial Coevolutionary Illumination with Generational Adversarial MAP-Elites Timothée Anne Noah Syrkis Meriem Elhosni Florian Turati Franck Legendre Alain Jaquier Sebastian Risi 23 0 0 10 May 2025
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-Diversity Lisa Coiffard Paul Templier Antoine Cully OffRL 44 0 0 02 Apr 2025
Measuring Diversity of Game Scenarios Yuchen Li Ziqi Wang Qingquan Zhang Jialin Liu Jiaheng Liu 63 2 0 17 Jan 2025
Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management Catalina M Jaramillo Paul Squires Julian Togelius 78 2 0 25 Nov 2024
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 139 0 0 11 Nov 2024
Optimizing Hearthstone Agents using an Evolutionary Algorithm Pablo García-Sánchez Alberto Tonda Antonio J. Fernández-Leiva Carlos Cotta 55 24 0 25 Oct 2024
Agent Skill Acquisition for Large Language Models via CycleQD So Kuroki Taishi Nakamura Takuya Akiba Yujin Tang MoMe 34 0 0 16 Oct 2024
Exploring the Performance-Reproducibility Trade-off in Quality-Diversity Flageat Manon Janmohamed Hannah Lim Bryan Cully Antoine 39 2 0 20 Sep 2024
VIEW: Visual Imitation Learning with Waypoints Ananth Jonnavittula Sagar Parekh Dylan P. Losey SSL 91 9 0 27 Apr 2024
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization Lijie Ding Jenny Zhang Jeff Clune Lee Spector Joel Lehman EGVM 31 7 0 18 Oct 2023
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
Quality Diversity under Sparse Reward and Sparse Interaction: Application to Grasping in Robotics J. Huber François Hélénon Miranda Coninx F. B. Amar Stéphane Doncieux 24 7 0 10 Aug 2023
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 23 21 0 07 Aug 2023
CHSEL: Producing Diverse Plausible Pose Estimates from Contact and Free Space Data Sheng Zhong Nima Fazeli Dmitry Berenson 19 5 0 14 May 2023
Efficient Quality-Diversity Optimization through Diverse Quality Species Ryan Wickman Bibek Poudel Taylor Michael Villarreal Xiaofei Zhang Weizi Li 33 6 0 14 Apr 2023
Exploring Novel Quality Diversity Methods For Generalization in Reinforcement Learning Bradford T. Windsor Brandon O'Shea Mengxi Wu 33 0 0 26 Mar 2023
Evolving Populations of Diverse RL Agents with MAP-Elites Thomas Pierrot Arthur Flajolet 27 8 0 09 Mar 2023
Evolving Flying Machines in Minecraft Using Quality Diversity Alejandro Medina Melanie Richey Mark Mueller Jacob Schrum 24 2 0 01 Feb 2023
Quality-diversity in dissimilarity spaces Steve Huntsman 22 1 0 14 Nov 2022
Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains Manon Flageat Félix Chalumeau Antoine Cully 25 26 0 24 Oct 2022
Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery Félix Chalumeau Raphael Boige Bryan Lim Valentin Macé Maxime Allard Arthur Flajolet Antoine Cully Thomas Pierrot 26 21 0 06 Oct 2022
Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing Bryon Tjanaka Matthew C. Fontaine David H. Lee Aniruddha Kalkar Stefanos Nikolaidis 60 8 0 06 Oct 2022
Quality Diversity Evolutionary Learning of Decision Trees Andrea Ferigo Leonardo Lucio Custode Giovanni Iacca 26 12 0 17 Aug 2022
T-DominO: Exploring Multiple Criteria with Quality-Diversity and the Tournament Dominance Objective Adam Gaier James Stoddart Lorenzo Villaggi Peter J Bentley 36 4 0 04 Jul 2022
Deep Surrogate Assisted Generation of Environments Varun Bhatt Bryon Tjanaka Matthew C. Fontaine Stefanos Nikolaidis 48 35 0 09 Jun 2022
Covariance Matrix Adaptation MAP-Annealing Matthew C. Fontaine Stefanos Nikolaidis 45 25 0 22 May 2022
Surrogate Infeasible Fitness Acquirement FI-2Pop for Procedural Content Generation R. Gallotta Kai Arulkumaran Lisa Soros 19 5 0 12 May 2022
Evolutionary Diversity Optimisation for The Traveling Thief Problem Adel Nikfarjam Aneta Neumann Frank Neumann 21 15 0 06 Apr 2022
A Unified Substrate for Body-Brain Co-evolution S. Pontes-Filho Kathryn Walker Elias Najarro Stefano Nichele S. Risi 22 9 0 22 Mar 2022
Baba is Yáll 2.0: Design and Investigation of a Collaborative Mixed-Initiative System M. Charity Isha Dave Ahmed Khalifa Julian Togelius 18 8 0 03 Mar 2022
Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning Bryon Tjanaka Matthew C. Fontaine Julian Togelius Stefanos Nikolaidis 30 50 0 08 Feb 2022
On the Use of Quality Diversity Algorithms for The Traveling Thief Problem Adel Nikfarjam Aneta Neumann Frank Neumann 23 17 0 16 Dec 2021
Few-shot Quality-Diversity Optimization Achkan Salehi Alexandre Coninx Stéphane Doncieux 16 14 0 14 Sep 2021
On the Importance of Environments in Human-Robot Coordination Matthew C. Fontaine Ya-Chuan Hsu Yulun Zhang Bryon Tjanaka Stefanos Nikolaidis 33 55 0 21 Jun 2021
Differentiable Quality Diversity Matthew C. Fontaine Stefanos Nikolaidis 42 89 0 07 Jun 2021
Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms L. Cazenille 19 9 0 03 May 2021
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem Konstantinos Sfikas Antonios Liapis Georgios N. Yannakakis 9 20 0 18 Apr 2021
Generating and Blending Game Levels via Quality-Diversity in the Latent Space of a Variational Autoencoder Anurag Sarkar Seth Cooper 18 30 0 24 Feb 2021
Baba is Yáll: Collaborative Mixed-Initiative Level Design M. Charity Ahmed Khalifa Julian Togelius 18 40 0 31 Mar 2020
Scaling MAP-Elites to Deep Neuroevolution Cédric Colas Joost Huizinga Vashisht Madhavan Jeff Clune 30 86 0 03 Mar 2020
Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms M. Świechowski T. Tajmajer Andrzej Janusz BDL 57 59 0 14 Aug 2018