EvoJAX: Hardware-Accelerated Neuroevolution

10 February 2022

Papers citing "EvoJAX: Hardware-Accelerated Neuroevolution"

17 / 17 papers shown

Title
Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via Tensorization Zhenyu Liang Hao Li Naiwei Yu Kebin Sun Ran Cheng 66 1 0 26 Mar 2025
Evolutionary Optimization of Model Merging Recipes Takuya Akiba Makoto Shing Yujin Tang Qi Sun David Ha MoMe 116 100 0 28 Jan 2025
CAX: Cellular Automata Accelerated in JAX Maxence Faldor Antoine Cully 27 2 0 03 Oct 2024
Tensorized Ant Colony Optimization for GPU Acceleration Luming Yang Tao Jiang Ran Cheng 18 2 0 07 Apr 2024
Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration Lishuang Wang Mengfei Zhao Enyu Liu Kebin Sun Ran Cheng 18 3 0 02 Apr 2024
GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA Zhenyu Liang Tao Jiang Kebin Sun Ran Cheng 35 5 0 01 Apr 2024
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 29 21 0 07 Aug 2023
Evolving Populations of Diverse RL Agents with MAP-Elites Thomas Pierrot Arthur Flajolet 33 8 0 09 Mar 2023
EvoTorch: Scalable Evolutionary Computation in Python N. E. Toklu Timothy James Atkinson Vojtvech Micka Paweł Liskowski R. Srivastava 22 12 0 24 Feb 2023
Uncertain Quality-Diversity: Evaluation methodology and new methods for Quality-Diversity in Uncertain Domains Manon Flageat Antoine Cully 16 15 0 01 Feb 2023
evosax: JAX-based Evolution Strategies R. T. Lange 38 54 0 08 Dec 2022
Discovering Evolution Strategies via Meta-Black-Box Optimization R. T. Lange Tom Schaul Yutian Chen Tom Zahavy Valenti Dallibard Chris Xiaoxuan Lu Satinder Singh Sebastian Flennerhag 44 47 0 21 Nov 2022
Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance Kenzo Clauw S. Stramaglia Daniele Marinazzo SSL FAtt 30 6 0 01 Nov 2022
Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention F. Pigozzi Yujin Tang Eric Medvet David R Ha 39 22 0 13 Apr 2022
Collective Intelligence for Deep Learning: A Survey of Recent Developments David R Ha Yu Tang AI4CE 31 69 0 29 Nov 2021
Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts Yingtao Tian David R Ha 65 43 0 18 Sep 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 308 2,890 0 15 Sep 2016