Scaling MAP-Elites to Deep Neuroevolution

3 March 2020

Jeff Clune

Papers citing "Scaling MAP-Elites to Deep Neuroevolution"

22 / 22 papers shown

Title
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
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
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
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 34 12 0 27 Mar 2023
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning T. Kanazawa Chetan Gupta 26 0 0 15 Mar 2023
Evolving Populations of Diverse RL Agents with MAP-Elites Thomas Pierrot Arthur Flajolet 30 8 0 09 Mar 2023
Uncertain Quality-Diversity: Evaluation methodology and new methods for Quality-Diversity in Uncertain Domains Manon Flageat Antoine Cully 11 15 0 01 Feb 2023
Efficient Exploration using Model-Based Quality-Diversity with Gradients Bryan Lim Manon Flageat Antoine Cully 23 4 0 22 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
Fast Population-Based Reinforcement Learning on a Single Machine Arthur Flajolet Claire Bizon Monroc Karim Beguir Thomas Pierrot OffRL 22 10 0 17 Jun 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
Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning Bryon Tjanaka Matthew C. Fontaine Julian Togelius Stefanos Nikolaidis 30 50 0 08 Feb 2022
Few-shot Quality-Diversity Optimization Achkan Salehi Alexandre Coninx Stéphane Doncieux 19 14 0 14 Sep 2021
Illuminating Diverse Neural Cellular Automata for Level Generation Sam Earle J. Snider Matthew C. Fontaine Stefanos Nikolaidis Julian Togelius 40 37 0 12 Sep 2021
Differentiable Quality Diversity Matthew C. Fontaine Stefanos Nikolaidis 42 89 0 07 Jun 2021
Can Transfer Neuroevolution Tractably Solve Your Differential Equations? Jian Cheng Wong Abhishek Gupta Yew-Soon Ong 28 21 0 06 Jan 2021
Policy Manifold Search for Improving Diversity-based Neuroevolution Nemanja Rakićević Antoine Cully Petar Kormushev 27 0 0 15 Dec 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017