Evolving Populations of Diverse RL Agents with MAP-Elites

9 March 2023

Papers citing "Evolving Populations of Diverse RL Agents with MAP-Elites"

5 / 5 papers shown

Title
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization André Hottung Mridul Mahajan Kevin Tierney 16 9 0 21 Feb 2024
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement Learning Maxence Faldor Félix Chalumeau Manon Flageat Antoine Cully 24 2 0 10 Dec 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 21 21 0 07 Aug 2023
Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning S. Batra Bryon Tjanaka Matthew C. Fontaine Aleksei Petrenko S. Nikolaidis Gaurav Sukhatme OffRL 45 12 0 23 May 2023
MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy Maxence Faldor Félix Chalumeau Manon Flageat Antoine Cully 27 18 0 07 Mar 2023