Scaling MAP-Elites to Deep Neuroevolution

Scaling MAP-Elites to Deep Neuroevolution

3 March 2020

Vashisht Madhavan

Jeff Clune

Papers citing "Scaling MAP-Elites to Deep Neuroevolution"

14 / 14 papers shown

Title
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 21 21 0 07 Aug 2023
Efficient Quality-Diversity Optimization through Diverse Quality Species Ryan Wickman Bibek Poudel Taylor Michael Villarreal Xiaofei Zhang Weizi Li 23 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 32 12 0 27 Mar 2023
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning T. Kanazawa Chetan Gupta 19 0 0 15 Mar 2023
Evolving Populations of Diverse RL Agents with MAP-Elites Thomas Pierrot Arthur Flajolet 25 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 18 4 0 22 Nov 2022
Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains Manon Flageat Félix Chalumeau Antoine Cully 23 26 0 24 Oct 2022
Fast Population-Based Reinforcement Learning on a Single Machine Arthur Flajolet Claire Bizon Monroc Karim Beguir Thomas Pierrot OffRL 8 10 0 17 Jun 2022
Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning Bryon Tjanaka Matthew C. Fontaine Julian Togelius S. Nikolaidis 24 50 0 08 Feb 2022
Few-shot Quality-Diversity Optimization Achkan Salehi Alexandre Coninx Stéphane Doncieux 9 14 0 14 Sep 2021
Can Transfer Neuroevolution Tractably Solve Your Differential Equations? Jian Cheng Wong Abhishek Gupta Yew-Soon Ong 26 21 0 06 Jan 2021
Policy Manifold Search for Improving Diversity-based Neuroevolution Nemanja Rakićević Antoine Cully Petar Kormushev 14 0 0 15 Dec 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 252 11,677 0 09 Mar 2017