Relevance-guided Unsupervised Discovery of Abilities with Quality-Diversity Algorithms

21 April 2022

Papers citing "Relevance-guided Unsupervised Discovery of Abilities with Quality-Diversity Algorithms"

8 / 8 papers shown

Title
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-Diversity Lisa Coiffard Paul Templier Antoine Cully OffRL 49 0 0 02 Apr 2025
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization Lijie Ding Jenny Zhang Jeff Clune Lee Spector Joel Lehman EGVM 37 7 0 18 Oct 2023
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
Covariance Matrix Adaptation MAP-Annealing Matthew C. Fontaine Stefanos Nikolaidis 48 25 0 22 May 2022
Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms L. Cazenille 19 9 0 03 May 2021
Sparse Reward Exploration via Novelty Search and Emitters Giuseppe Paolo Alexandre Coninx Stéphane Doncieux Alban Laflaquière 45 19 0 05 Feb 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
Interactive Constrained MAP-Elites: Analysis and Evaluation of the Expressiveness of the Feature Dimensions Alberto Alvarez S. Dahlskog J. Font Julian Togelius 67 31 0 06 Mar 2020