evosax: JAX-based Evolution Strategies

8 December 2022

Papers citing "evosax: JAX-based Evolution Strategies"

38 / 38 papers shown

Title
Model Tensor Planning An T. Le K. Nguyen Minh Nhat Vu João Carvalho Jan Peters 35 0 0 02 May 2025
TensorNEAT: A GPU-accelerated Library for NeuroEvolution of Augmenting Topologies Lishuang Wang Mengfei Zhao Enyu Liu Kebin Sun Ran Cheng 46 0 0 11 Apr 2025
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
EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming Lishuang Wang Zhihong Wu Kebin Sun Zhuozhao Li Ran Cheng 35 1 0 21 Jan 2025
Learning Evolution via Optimization Knowledge Adaptation Chao Wang Licheng Jiao Jiaxuan Zhao Lingling Li Fang Liu Steve Yang 43 1 0 04 Jan 2025
Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex Network Shanqing Yu Meng Zhou Jintao Zhou M. Zhao Yidan Song Yao Lu Zeyu Wang Qi Xuan 35 0 0 31 Dec 2024
Stein Variational Evolution Strategies Cornelius V. Braun Robert T. Lange Marc Toussaint 31 0 0 14 Oct 2024
CAX: Cellular Automata Accelerated in JAX Maxence Faldor Antoine Cully 27 2 0 03 Oct 2024
Can Learned Optimization Make Reinforcement Learning Less Difficult? Alexander David Goldie Chris Xiaoxuan Lu Matthew Jackson Shimon Whiteson Jakob N. Foerster 42 3 0 09 Jul 2024
Behaviour Distillation Andrei Lupu Chris Xiaoxuan Lu Jarek Liesen R. T. Lange Jakob Foerster DD 46 4 0 21 Jun 2024
EvIL: Evolution Strategies for Generalisable Imitation Learning Silvia Sapora Gokul Swamy Chris Xiaoxuan Lu Yee Whye Teh Jakob Nicolaus Foerster 42 6 0 15 Jun 2024
Evolving Self-Assembling Neural Networks: From Spontaneous Activity to Experience-Dependent Learning Erwan Plantec Joachin W. Pedersen Milton L. Montero Eleni Nisioti Sebastian Risi CLL 38 0 0 14 Jun 2024
Meta-Learning an Evolvable Developmental Encoding Milton L. Montero Erwan Plantec Eleni Nisioti J. Pedersen Sebastian Risi 40 0 0 13 Jun 2024
Creative Text-to-Audio Generation via Synthesizer Programming Manuel Cherep Nikhil Singh Jessica Shand 25 3 0 01 Jun 2024
Mimicry and the Emergence of Cooperative Communication Dylan R. Cope Peter McBurney 35 0 0 26 May 2024
Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies Paul Templier Emmanuel Rachelson Antoine Cully Dennis G. Wilson 26 0 0 07 May 2024
Quality with Just Enough Diversity in Evolutionary Policy Search Paul Templier Luca Grillotti Emmanuel Rachelson Dennis G. Wilson Antoine Cully 35 1 0 07 May 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 13 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
Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks Tarek Kunze Paul Templier Dennis G. Wilson 35 0 0 20 Mar 2024
Gradient-free neural topology optimization Gaweł Kuś Miguel A. Bessa AI4CE 35 0 0 07 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-jiao Gong SyDa ALM 27 17 0 02 Mar 2024
Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks Kade Heckel Thomas Nowotny 43 3 0 29 Feb 2024
Discovering Temporally-Aware Reinforcement Learning Algorithms Matthew Jackson Chris Xiaoxuan Lu Louis Kirsch R. T. Lange Shimon Whiteson Jakob N. Foerster 27 18 0 08 Feb 2024
Learning mirror maps in policy mirror descent Carlo Alfano Sebastian Towers Silvia Sapora Chris Xiaoxuan Lu Patrick Rebeschini 32 0 0 07 Feb 2024
Scaling Opponent Shaping to High Dimensional Games Akbir Khan Timon Willi Newton Kwan Andrea Tacchetti Chris Xiaoxuan Lu Edward Grefenstette Tim Rocktaschel Jakob N. Foerster 38 10 0 19 Dec 2023
minimax: Efficient Baselines for Autocurricula in JAX Minqi Jiang Michael Dennis Edward Grefenstette Tim Rocktaschel 27 8 0 21 Nov 2023
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning Mohammad Mahdi Rahimi Hasnain Irshad Bhatti Younghyun Park Humaira Kousar Jaekyun Moon FedML 40 7 0 13 Nov 2023
Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization R. T. Lange Tom Schaul Yutian Chen Chris Xiaoxuan Lu Tom Zahavy Valentin Dalibard Sebastian Flennerhag 35 34 0 08 Apr 2023
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 45 52 0 07 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
EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation Beichen Huang Ran Cheng Zhuozhao Li Yaochu Jin Kay Chen Tan 13 26 0 29 Jan 2023
Flow-Lenia: Towards open-ended evolution in cellular automata through mass conservation and parameter localization Erwan Plantec Gautier Hamon Mayalen Etcheverry Pierre-Yves Oudeyer Clément Moulin-Frier B. Chan 13 9 0 14 Dec 2022
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
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
Adversarial Cheap Talk Chris Xiaoxuan Lu Timon Willi Alistair Letcher Jakob N. Foerster AAML 24 17 0 20 Nov 2022
Fast Moving Natural Evolution Strategy for High-Dimensional Problems Masahiro Nomura I. Ono 14 6 0 27 Jan 2022