QDax: A Library for Quality-Diversity and Population-based Algorithms
with Hardware Acceleration

QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration

7 August 2023

Félix Chalumeau

Arthur Flajolet

Papers citing "QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration"

18 / 18 papers shown

Title
Multi-Objective Quality-Diversity in Unstructured and Unbounded Spaces Hannah Janmohamed Antoine Cully 35 0 0 28 Mar 2025
Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains Manon Flageat J. Huber François Hélénon Stéphane Doncieux Antoine Cully 55 0 0 10 Feb 2025
Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization Maxence Faldor Robert Tjarko Lange Antoine Cully 81 0 0 04 Feb 2025
Preference-Conditioned Gradient Variations for Multi-Objective Quality-Diversity Hannah Janmohamed Maxence Faldor Thomas Pierrot Antoine Cully 83 1 0 19 Nov 2024
CAX: Cellular Automata Accelerated in JAX Maxence Faldor Antoine Cully 27 1 0 03 Oct 2024
Exploring the Performance-Reproducibility Trade-off in Quality-Diversity Flageat Manon Janmohamed Hannah Lim Bryan Cully Antoine 44 2 0 20 Sep 2024
Meta-Learning an Evolvable Developmental Encoding Milton L. Montero Erwan Plantec Eleni Nisioti J. Pedersen Sebastian Risi 40 0 0 13 Jun 2024
Quality-Diversity with Limited Resources Ren-Jian Wang Ke Xue Cong Guan Chao Qian 29 2 0 06 Jun 2024
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement Learning Maxence Faldor Félix Chalumeau Manon Flageat Antoine Cully 35 2 0 10 Dec 2023
Mix-ME: Quality-Diversity for Multi-Agent Learning Gardhar Ingvarsson Mikayel Samvelyan Bryan Lim Manon Flageat Antoine Cully Tim Rocktaschel 39 2 0 03 Nov 2023
Diversity from Human Feedback Ren-Jian Wang Ke Xue Yutong Wang Peng Yang Haobo Fu Qiang Fu Chao Qian 45 3 0 10 Oct 2023
PASTA: Pretrained Action-State Transformer Agents Raphael Boige Yannis Flet-Berliac Arthur Flajolet Guillaume Richard Thomas Pierrot LM&Ro OffRL 37 5 0 20 Jul 2023
Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces Raphael Boige Guillaume Richard Jérémie Donà Thomas Pierrot Antoine Cully 22 5 0 08 Jun 2023
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers Valentin Macé Raphael Boige Félix Chalumeau Thomas Pierrot Guillaume Richard Nicolas Perrin-Gilbert OffRL 36 12 0 27 Mar 2023
Enhancing MAP-Elites with Multiple Parallel Evolution Strategies Manon Flageat Bryan Lim Antoine Cully 27 2 0 10 Mar 2023
PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization Qiqi Duan Guochen Zhou Chang Shao Zhuowei Wang Mingyang Feng Yuwei Huang Yajing Tan Yijun Yang Qi Zhao Yuhui Shi 34 5 0 12 Dec 2022
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems Félix Chalumeau Thomas Pierrot Valentin Macé Arthur Flajolet Karim Beguir Antoine Cully Nicolas Perrin-Gilbert 22 7 0 24 Nov 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